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Elementary Numerical Analysis |
Lecture 1 - Introduction |
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Elementary Numerical Analysis |
Lecture 2 - Polynomial Approximation |
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Elementary Numerical Analysis |
Lecture 3 - Interpolating Polynomials |
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Elementary Numerical Analysis |
Lecture 4 - Properties of Divided Difference |
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Elementary Numerical Analysis |
Lecture 5 - Error in the Interpolating polynomial |
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Elementary Numerical Analysis |
Lecture 6 - Cubic Hermite Interpolation |
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Elementary Numerical Analysis |
Lecture 7 - Piecewise Polynomial Approximation |
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Elementary Numerical Analysis |
Lecture 8 - Cubic Spline Interpolation |
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Elementary Numerical Analysis |
Lecture 9 - Tutorial 1 |
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Elementary Numerical Analysis |
Lecture 10 - Numerical Integration: Basic Rules |
Link |
Elementary Numerical Analysis |
Lecture 11 - Composite Numerical Integration |
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Elementary Numerical Analysis |
Lecture 12 - Gauss 2-point Rule: Construction |
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Elementary Numerical Analysis |
Lecture 13 - Gauss 2-point Rule: Error |
Link |
Elementary Numerical Analysis |
Lecture 14 - Convergence of Gaussian Integration |
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Elementary Numerical Analysis |
Lecture 15 - Tutorial 2 |
Link |
Elementary Numerical Analysis |
Lecture 16 - Numerical Differentiation |
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Elementary Numerical Analysis |
Lecture 17 - Gauss Elimination |
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Elementary Numerical Analysis |
Lecture 18 - L U decomposition |
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Elementary Numerical Analysis |
Lecture 19 - Cholesky decomposition |
Link |
Elementary Numerical Analysis |
Lecture 20 - Gauss Elimination with partial pivoting |
Link |
Elementary Numerical Analysis |
Lecture 21 - Vector and Matrix Norms |
Link |
Elementary Numerical Analysis |
Lecture 22 - Perturbed Linear Systems |
Link |
Elementary Numerical Analysis |
Lecture 23 - Ill-conditioned Linear System |
Link |
Elementary Numerical Analysis |
Lecture 24 - Tutorial 3 |
Link |
Elementary Numerical Analysis |
Lecture 25 - Effect of Small Pivots |
Link |
Elementary Numerical Analysis |
Lecture 26 - Solution of Non-linear Equations |
Link |
Elementary Numerical Analysis |
Lecture 27 - Quadratic Convergence of Newton's Method |
Link |
Elementary Numerical Analysis |
Lecture 28 - Jacobi Method |
Link |
Elementary Numerical Analysis |
Lecture 29 - Gauss-Seidel Method |
Link |
Elementary Numerical Analysis |
Lecture 30 - Tutorial 4 |
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Elementary Numerical Analysis |
Lecture 31 - Initial Value Problem |
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Elementary Numerical Analysis |
Lecture 32 - Multi-step Methods |
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Elementary Numerical Analysis |
Lecture 33 - Predictor-Corrector Formulae |
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Elementary Numerical Analysis |
Lecture 34 - Boundary Value Problems |
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Elementary Numerical Analysis |
Lecture 35 - Eigenvalues and Eigenvectors |
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Elementary Numerical Analysis |
Lecture 36 - Spectral Theorem |
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Elementary Numerical Analysis |
Lecture 37 - Power Method |
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Elementary Numerical Analysis |
Lecture 38 - Inverse Power Method |
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Elementary Numerical Analysis |
Lecture 39 - Q R Decomposition |
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Elementary Numerical Analysis |
Lecture 40 - Q R Method |
Link |
Measure and Integration |
Lecture 1 - Introduction, Extended Real numbers |
Link |
Measure and Integration |
Lecture 2 - Algebra and Sigma Algebra of a subset of a set |
Link |
Measure and Integration |
Lecture 3 - Sigma Algebra generated by a class |
Link |
Measure and Integration |
Lecture 4 - Monotone Class |
Link |
Measure and Integration |
Lecture 5 - Set function |
Link |
Measure and Integration |
Lecture 6 - The Length function and its properties |
Link |
Measure and Integration |
Lecture 7 - Countably additive set functions on intervals |
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Measure and Integration |
Lecture 8 - Uniqueness Problem for Measure |
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Measure and Integration |
Lecture 9 - Extension of measure |
Link |
Measure and Integration |
Lecture 10 - Outer measure and its properties |
Link |
Measure and Integration |
Lecture 11 - Measurable sets |
Link |
Measure and Integration |
Lecture 12 - Lebesgue measure and its properties |
Link |
Measure and Integration |
Lecture 13 - Characterization of Lebesque measurable sets |
Link |
Measure and Integration |
Lecture 14 - Measurable functions |
Link |
Measure and Integration |
Lecture 15 - Properties of measurable functions |
Link |
Measure and Integration |
Lecture 16 - Measurable functions on measure spaces |
Link |
Measure and Integration |
Lecture 17 - Integral of non negative simple measurable functions |
Link |
Measure and Integration |
Lecture 18 - Properties of non negative simple measurable functions |
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Measure and Integration |
Lecture 19 - Monotone convergence theorem & Fatou's Lemma |
Link |
Measure and Integration |
Lecture 20 - Properties of Integral functions & Dominated Convergence Theorem |
Link |
Measure and Integration |
Lecture 21 - Dominated Convergence Theorem and applications |
Link |
Measure and Integration |
Lecture 22 - Lebesgue Integral and its properties |
Link |
Measure and Integration |
Lecture 23 - Denseness of continuous function |
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Measure and Integration |
Lecture 24 - Product measures, an Introduction |
Link |
Measure and Integration |
Lecture 25 - Construction of Product Measure |
Link |
Measure and Integration |
Lecture 26 - Computation of Product Measure - I |
Link |
Measure and Integration |
Lecture 27 - Computation of Product Measure - II |
Link |
Measure and Integration |
Lecture 28 - Integration on Product spaces |
Link |
Measure and Integration |
Lecture 29 - Fubini's Theorems |
Link |
Measure and Integration |
Lecture 30 - Lebesgue Measure and integral on R2 |
Link |
Measure and Integration |
Lecture 31 - Properties of Lebesgue Measure and integral on Rn |
Link |
Measure and Integration |
Lecture 32 - Lebesgue integral on R2 |
Link |
Measure and Integration |
Lecture 33 - Integrating complex-valued functions |
Link |
Measure and Integration |
Lecture 34 - Lp - spaces |
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Measure and Integration |
Lecture 35 - L2(X,S,mue) |
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Measure and Integration |
Lecture 36 - Fundamental Theorem of calculas for Lebesgue Integral - I |
Link |
Measure and Integration |
Lecture 37 - Fundamental Theorem of calculus for Lebesgue Integral - II |
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Measure and Integration |
Lecture 38 - Absolutely continuous measures |
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Measure and Integration |
Lecture 39 - Modes of convergence |
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Measure and Integration |
Lecture 40 - Convergence in Measure |
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Mathematics in India - From Vedic Period to Modern Times |
Lecture 1 - Indian Mathematics: An Overview |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 2 - Vedas and Sulbasutras - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 3 - Vedas and Sulbasutras - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 4 - Panini's Astadhyayi |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 5 - Pingala's Chandahsastra |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 6 - Decimal place value system |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 7 - Aryabhatiya of Aryabhata - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 8 - Aryabhatiya of Aryabhata - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 9 - Aryabhatiya of Aryabhata - Part 3 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 10 - Aryabhatiya of Aryabhata - Part 4 and Introduction to Jaina Mathematics |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 11 - Brahmasphutasiddhanta of Brahmagupta - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 12 - Brahmasphutasiddhanta of Brahmagupta - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 13 - Brahmasphutasiddhanta of Brahmagupta - Part 3 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 14 - Brahmasphutasiddhanta of Brahmagupta - Part 4 and The Bakhshali Manuscript |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 15 - Mahaviras Ganitasarasangraha - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 16 - Mahaviras Ganitasarasangraha - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 17 - Mahaviras Ganitasarasangraha - Part 3 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 18 - Development of Combinatorics - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 19 - Development of Combinatorics - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 20 - Lilavati of Bhaskaracarya - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 21 - Lilavati of Bhaskaracarya - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 22 - Lilavati of Bhaskaracarya - Part 3 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 23 - Bijaganita of Bhaskaracarya - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 24 - Bijaganita of Bhaskaracarya - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 25 - Ganitakaumudi of Narayana Pandita - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 26 - Ganitakaumudi of Narayana Pandita - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 27 - Ganitakaumudi of Narayana Pandita - Part 3 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 28 - Magic Squares - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 29 - Magic Squares - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 30 - Development of Calculus in India - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 31 - Development of Calculus in India - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 32 - Jyanayanam: Computation of Rsines |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 33 - Trigonometry and Spherical Trigonometry - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 34 - Trigonometry and Spherical Trigonometry - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 35 - Trigonometry and Spherical Trigonometry - Part 3 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 36 - Proofs in Indian Mathematics - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 37 - Proofs in Indian Mathematics - Part 2 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 38 - Proofs in Indian Mathematics - Part 3 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 39 - Mathematics in Modern India - Part 1 |
Link |
Mathematics in India - From Vedic Period to Modern Times |
Lecture 40 - Mathematics in Modern India - Part 2 |
Link |
NOC:Measure Theory |
Lecture 1 - (1A) Introduction, Extended Real Numbers |
Link |
NOC:Measure Theory |
Lecture 2 - (1B) Introduction, Extended Real Numbers |
Link |
NOC:Measure Theory |
Lecture 3 - (2A) Algebra and Sigma Algebra of Subsets of a Set |
Link |
NOC:Measure Theory |
Lecture 4 - (2B) Algebra and Sigma Algebra of Subsets of a Set |
Link |
NOC:Measure Theory |
Lecture 5 - (3A) Sigma Algebra generated by a Class |
Link |
NOC:Measure Theory |
Lecture 6 - (3B) Sigma Algebra generated by a Class |
Link |
NOC:Measure Theory |
Lecture 7 - (4A) Monotone Class |
Link |
NOC:Measure Theory |
Lecture 8 - (4B) Monotone Class |
Link |
NOC:Measure Theory |
Lecture 9 - (5A) Set Functions |
Link |
NOC:Measure Theory |
Lecture 10 - (5B) Set Functions |
Link |
NOC:Measure Theory |
Lecture 11 - (6A) The Length Function and its Properties |
Link |
NOC:Measure Theory |
Lecture 12 - (6B) The Length Function and its Properties |
Link |
NOC:Measure Theory |
Lecture 13 - (7A) Countably Additive Set Functions on Intervals |
Link |
NOC:Measure Theory |
Lecture 14 - (7B) Countably Additive Set Functions on Intervals |
Link |
NOC:Measure Theory |
Lecture 15 - (8A) Uniqueness Problem for Measure |
Link |
NOC:Measure Theory |
Lecture 16 - (8B) Uniqueness Problem for Measure |
Link |
NOC:Measure Theory |
Lecture 17 - (9A) Extension of Measure |
Link |
NOC:Measure Theory |
Lecture 18 - (9B) Extension of Measure |
Link |
NOC:Measure Theory |
Lecture 19 - (10A) Outer Measure and its Properties |
Link |
NOC:Measure Theory |
Lecture 20 - (10B) Outer Measure and its Properties |
Link |
NOC:Measure Theory |
Lecture 21 - (11A) Measurable Sets |
Link |
NOC:Measure Theory |
Lecture 22 - (11B) Measurable Sets |
Link |
NOC:Measure Theory |
Lecture 23 - (12A) Lebesgue Measure and its Properties |
Link |
NOC:Measure Theory |
Lecture 24 - (12B) Lebesgue Measure and its Properties |
Link |
NOC:Measure Theory |
Lecture 25 - (13A) Characterization of Lebesgue Measurable Sets |
Link |
NOC:Measure Theory |
Lecture 26 - (13B) Characterization of Lebesgue Measurable Sets |
Link |
NOC:Measure Theory |
Lecture 27 - (14A) Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 28 - (14B) Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 29 - (15A) Properties of Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 30 - (15B) Properties of Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 31 - (16A) Measurable Functions on Measure Spaces |
Link |
NOC:Measure Theory |
Lecture 32 - (16B) Measurable Functions on Measure Spaces |
Link |
NOC:Measure Theory |
Lecture 33 - (17A) Integral of Nonnegative Simple Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 34 - (17B) Integral of Nonnegative Simple Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 35 - (18A) Properties of Nonnegative Simple Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 36 - (18B) Properties of Nonnegative Simple Measurable Functions |
Link |
NOC:Measure Theory |
Lecture 37 - (19A) Monotone Convergence Theorem and Fatou's Lemma |
Link |
NOC:Measure Theory |
Lecture 38 - (19B) Monotone Convergence Theorem and Fatou's Lemma |
Link |
NOC:Measure Theory |
Lecture 39 - (20A) Properties of Integrable Functions and Dominated Convergence Theorem |
Link |
NOC:Measure Theory |
Lecture 40 - (20B) Properties of Integrable Functions and Dominated Convergence Theorem |
Link |
NOC:Measure Theory |
Lecture 41 - (21A) Dominated Convergence Theorem and Applications |
Link |
NOC:Measure Theory |
Lecture 42 - (21B) Dominated Convergence Theorem and Applications |
Link |
NOC:Measure Theory |
Lecture 43 - (22A) Lebesgue Integral and its Properties |
Link |
NOC:Measure Theory |
Lecture 44 - (22B) Lebesgue Integral and its Properties |
Link |
NOC:Measure Theory |
Lecture 45 - (23A) Product Measure, an Introduction |
Link |
NOC:Measure Theory |
Lecture 46 - (23B) Product Measure, an Introduction |
Link |
NOC:Measure Theory |
Lecture 47 - (24A) Construction of Product Measures |
Link |
NOC:Measure Theory |
Lecture 48 - (24B) Construction of Product Measures |
Link |
NOC:Measure Theory |
Lecture 49 - (25A) Computation of Product Measure - I |
Link |
NOC:Measure Theory |
Lecture 50 - (25B) Computation of Product Measure - I |
Link |
NOC:Measure Theory |
Lecture 51 - (26A) Computation of Product Measure - II |
Link |
NOC:Measure Theory |
Lecture 52 - (26B) Computation of Product Measure - II |
Link |
NOC:Measure Theory |
Lecture 53 - (27A) Integration on Product Spaces |
Link |
NOC:Measure Theory |
Lecture 54 - (27B) Integration on Product Spaces |
Link |
NOC:Measure Theory |
Lecture 55 - (28A) Fubini's Theorems |
Link |
NOC:Measure Theory |
Lecture 56 - (28B) Fubini's Theorems |
Link |
NOC:Measure Theory |
Lecture 57 - (29A) Lebesgue Measure and Integral on R2 |
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NOC:Measure Theory |
Lecture 58 - (29B) Lebesgue Measure and Integral on R2 |
Link |
NOC:Measure Theory |
Lecture 59 - (30A) Properties of Lebesgue Measure on R2 |
Link |
NOC:Measure Theory |
Lecture 60 - (30B) Properties of Lebesgue Measure on R2 |
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NOC:Measure Theory |
Lecture 61 - (31A) Lebesgue Integral on R2 |
Link |
NOC:Measure Theory |
Lecture 62 - (31B) Lebesgue Integral on R2 |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 1 - Introduction to the Course |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 2 - Concept of a Set, Ways of Representing Sets |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 3 - Venn Diagrams, Operations on Sets |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 4 - Operations on Sets, Cardinal Number, Real Numbers |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 5 - Real Numbers, Sequences |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 6 - Sequences, Convergent Sequences, Bounded Sequences |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 7 - Limit Theorems, Sandwich Theorem, Monotone Sequences, Completeness of Real Numbers |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 8 - Relations and Functions |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 9 - Functions, Graph of a Functions, Function Formulas |
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NOC:Calculus for Economics, Commerce and Management |
Lecture 10 - Function Formulas, Linear Models |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 11 - Linear Models, Elasticity, Linear Functions, Nonlinear Models, Quadratic Functions |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 12 - Quadratic Functions, Quadratic Models, Power Function, Exponential Function |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 13 - Exponential Function, Exponential Models, Logarithmic Function |
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NOC:Calculus for Economics, Commerce and Management |
Lecture 14 - Limit of a Function at a Point, Continuous Functions |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 15 - Limit of a Function at a Point |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 16 - Limit of a Function at a Point, Left and Right Limits |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 17 - Computing Limits, Continuous Functions |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 18 - Applications of Continuous Functions |
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NOC:Calculus for Economics, Commerce and Management |
Lecture 19 - Applications of Continuous Functions, Marginal of a Function |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 20 - Rate of Change, Differentiation |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 21 - Rules of Differentiation |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 22 - Derivatives of Some Functions, Marginal, Elasticity |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 23 - Elasticity, Increasing and Decreasing Functions, Optimization, Mean Value Theorem |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 24 - Mean Value Theorem, Marginal Analysis, Local Maxima and Minima |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 25 - Local Maxima and Minima |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 26 - Local Maxima and Minima, Continuity Test, First Derivative Test, Successive Differentiation |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 27 - Successive Differentiation, Second Derivative Test |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 28 - Average and Marginal Product, Marginal of Revenue and Cost, Absolute Maximum and Minimum |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 29 - Absolute Maximum and Minimum |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 30 - Monopoly Market, Revenue and Elasticity |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 31 - Property of Marginals, Monopoly Market, Publisher v/s Author Problem |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 32 - Convex and Concave Functions |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 33 - Derivative Tests for Convexity, Concavity and Points of Inflection, Higher Order Derivative Conditions |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 34 - Convex and Concave Functions, Asymptotes |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 35 - Asymptotes, Curve Sketching |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 36 - Functions of Two Variables, Visualizing Graph, Level Curves, Contour Lines |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 37 - Partial Derivatives and Application to Marginal Analysis |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 38 - Marginals in Cobb-Douglas model, partial derivatives and elasticity, chain rules |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 39 - Chain Rules, Higher Order Partial Derivatives, Local Maxima and Minima, Critical Points |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 40 - Saddle Points, Derivative Tests, Absolute Maxima and Minima |
Link |
NOC:Calculus for Economics, Commerce and Management |
Lecture 41 - Some Examples, Constrained Maxima and Minima |
Link |
NOC:Basic Linear Algebra |
Lecture 1 - Introduction - I |
Link |
NOC:Basic Linear Algebra |
Lecture 2 - Introduction - II |
Link |
NOC:Basic Linear Algebra |
Lecture 3 - Introduction - III |
Link |
NOC:Basic Linear Algebra |
Lecture 4 - Systems of Linear Equations - I |
Link |
NOC:Basic Linear Algebra |
Lecture 5 - Systems of Linear Equations - II |
Link |
NOC:Basic Linear Algebra |
Lecture 6 - Systems of Linear Equations - III |
Link |
NOC:Basic Linear Algebra |
Lecture 7 - Reduced Row Echelon Form and Rank - I |
Link |
NOC:Basic Linear Algebra |
Lecture 8 - Reduced Row Echelon Form and Rank - II |
Link |
NOC:Basic Linear Algebra |
Lecture 9 - Reduced Row Echelon Form and Rank - III |
Link |
NOC:Basic Linear Algebra |
Lecture 10 - Solvability of a Linear System, Linear Span, Basis - I |
Link |
NOC:Basic Linear Algebra |
Lecture 11 - Solvability of a Linear System, Linear Span, Basis - II |
Link |
NOC:Basic Linear Algebra |
Lecture 12 - Solvability of a Linear System, Linear Span, Basis - III |
Link |
NOC:Basic Linear Algebra |
Lecture 13 - Linear Span, Linear Independence and Basis - I |
Link |
NOC:Basic Linear Algebra |
Lecture 14 - Linear Span, Linear Independence and Basis - II |
Link |
NOC:Basic Linear Algebra |
Lecture 15 - Linear Span, Linear Independence and Basis - III |
Link |
NOC:Basic Linear Algebra |
Lecture 16 - Row Space, Column Space, Rank-Nullity Theorem - I |
Link |
NOC:Basic Linear Algebra |
Lecture 17 - Row Space, Column Space, Rank-Nullity Theorem - II |
Link |
NOC:Basic Linear Algebra |
Lecture 18 - Row Space, Column Space, Rank-Nullity Theorem - III |
Link |
NOC:Basic Linear Algebra |
Lecture 19 - Determinants and their Properties - I |
Link |
NOC:Basic Linear Algebra |
Lecture 20 - Determinants and their Properties - II |
Link |
NOC:Basic Linear Algebra |
Lecture 21 - Determinants and their Properties - III |
Link |
NOC:Basic Linear Algebra |
Lecture 22 - Linear Transformations - I |
Link |
NOC:Basic Linear Algebra |
Lecture 23 - Linear Transformations - II |
Link |
NOC:Basic Linear Algebra |
Lecture 24 - Linear Transformations - III |
Link |
NOC:Basic Linear Algebra |
Lecture 25 - Orthonormal Basis, Geometry in R^2 - I |
Link |
NOC:Basic Linear Algebra |
Lecture 26 - Orthonormal Basis, Geometry in R^2 - II |
Link |
NOC:Basic Linear Algebra |
Lecture 27 - Orthonormal Basis, Geometry in R^2 - III |
Link |
NOC:Basic Linear Algebra |
Lecture 28 - Isometries, Eigenvalues and Eigenvectors - I |
Link |
NOC:Basic Linear Algebra |
Lecture 29 - Isometries, Eigenvalues and Eigenvectors - II |
Link |
NOC:Basic Linear Algebra |
Lecture 30 - Isometries, Eigenvalues and Eigenvectors - III |
Link |
NOC:Basic Linear Algebra |
Lecture 31 - Diagonalization and Real Symmetric Matrices - I |
Link |
NOC:Basic Linear Algebra |
Lecture 32 - Diagonalization and Real Symmetric Matrices - II |
Link |
NOC:Basic Linear Algebra |
Lecture 33 - Diagonalization and Real Symmetric Matrices - III |
Link |
NOC:Basic Linear Algebra |
Lecture 34 - Diagonalization and its Applications - I |
Link |
NOC:Basic Linear Algebra |
Lecture 35 - Diagonalization and its Applications - II |
Link |
NOC:Basic Linear Algebra |
Lecture 36 - Diagonalization and its Applications - III |
Link |
NOC:Basic Linear Algebra |
Lecture 37 - Abstract Vector Spaces - I |
Link |
NOC:Basic Linear Algebra |
Lecture 38 - Abstract Vector Spaces - II |
Link |
NOC:Basic Linear Algebra |
Lecture 39 - Abstract Vector Spaces - III |
Link |
NOC:Basic Linear Algebra |
Lecture 40 - Inner Product Spaces - I |
Link |
NOC:Basic Linear Algebra |
Lecture 41 - Inner Product Spaces - II |
Link |
NOC:Commutative Algebra |
Lecture 1 - Zariski Topology and K-Spectrum |
Link |
NOC:Commutative Algebra |
Lecture 2 - Algebraic Varieties and Classical Nullstelensatz |
Link |
NOC:Commutative Algebra |
Lecture 3 - Motivation for Krulls Dimension |
Link |
NOC:Commutative Algebra |
Lecture 4 - Chevalleys dimension |
Link |
NOC:Commutative Algebra |
Lecture 5 - Associated Prime Ideals of a Module |
Link |
NOC:Commutative Algebra |
Lecture 6 - Support of a Module |
Link |
NOC:Commutative Algebra |
Lecture 7 - Primary Decomposition |
Link |
NOC:Commutative Algebra |
Lecture 8 - Primary Decomposition (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 9 - Uniqueness of Primary Decomposition |
Link |
NOC:Commutative Algebra |
Lecture 10 - Modules of Finite Length |
Link |
NOC:Commutative Algebra |
Lecture 11 - Modules of Finite Length (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 12 - Introduction to Krull’s Dimension |
Link |
NOC:Commutative Algebra |
Lecture 13 - Noether Normalization Lemma (Classical Version) |
Link |
NOC:Commutative Algebra |
Lecture 14 - Consequences of Noether Normalization Lemma |
Link |
NOC:Commutative Algebra |
Lecture 15 - Nil Radical and Jacobson Radical of Finite type Algebras over a Field and digression of Integral Extension |
Link |
NOC:Commutative Algebra |
Lecture 16 - Nagata’s version of NNL |
Link |
NOC:Commutative Algebra |
Lecture 17 - Dimensions of Polynomial ring over Noetherian rings |
Link |
NOC:Commutative Algebra |
Lecture 18 - Dimension of Polynomial Algebra over arbitrary Rings |
Link |
NOC:Commutative Algebra |
Lecture 19 - Dimension Inequalities |
Link |
NOC:Commutative Algebra |
Lecture 20 - Hilbert’s Nullstelensatz |
Link |
NOC:Commutative Algebra |
Lecture 21 - Computational rules for Poincaré Series |
Link |
NOC:Commutative Algebra |
Lecture 22 - Graded Rings, Modules and Poincaré Series |
Link |
NOC:Commutative Algebra |
Lecture 23 - Hilbert-Samuel Polynomials |
Link |
NOC:Commutative Algebra |
Lecture 24 - Hilbert-Samuel Polynomials (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 25 - Numerical Function of polynomial type |
Link |
NOC:Commutative Algebra |
Lecture 26 - Hilbert-Samuel Polynomial of a Local ring |
Link |
NOC:Commutative Algebra |
Lecture 27 - Filtration on a Module |
Link |
NOC:Commutative Algebra |
Lecture 28 - Artin-Rees Lemma |
Link |
NOC:Commutative Algebra |
Lecture 29 - Dimension Theorem |
Link |
NOC:Commutative Algebra |
Lecture 30 - Dimension Theorem (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 31 - Consequences of Dimension Theorem |
Link |
NOC:Commutative Algebra |
Lecture 32 - Generalized Krull’s Principal Ideal Theorem |
Link |
NOC:Commutative Algebra |
Lecture 33 - Second proof of Krull’s Principal Ideal Theorem |
Link |
NOC:Commutative Algebra |
Lecture 34 - The Spec Functor |
Link |
NOC:Commutative Algebra |
Lecture 35 - Prime ideals in Polynomial rings |
Link |
NOC:Commutative Algebra |
Lecture 36 - Characterization of Equidimensional Affine Algebra |
Link |
NOC:Commutative Algebra |
Lecture 37 - Connection between Regular local rings and associated graded rings |
Link |
NOC:Commutative Algebra |
Lecture 38 - Statement of the Jacobian Criterion for Regularity |
Link |
NOC:Commutative Algebra |
Lecture 39 - Hilbert function for Affine Algebra |
Link |
NOC:Commutative Algebra |
Lecture 40 - Hilbert Serre Theorem |
Link |
NOC:Commutative Algebra |
Lecture 41 - Jacobian Matrix and its Rank |
Link |
NOC:Commutative Algebra |
Lecture 42 - Jacobian Matrix and its Rank (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 43 - Proof of Jacobian Critrerion |
Link |
NOC:Commutative Algebra |
Lecture 44 - Proof of Jacobian Critrerion (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 45 - Preparation for Homological Dimension |
Link |
NOC:Commutative Algebra |
Lecture 46 - Complexes of Modules and Homology |
Link |
NOC:Commutative Algebra |
Lecture 47 - Projective Modules |
Link |
NOC:Commutative Algebra |
Lecture 48 - Homological Dimension and Projective module |
Link |
NOC:Commutative Algebra |
Lecture 49 - Global Dimension |
Link |
NOC:Commutative Algebra |
Lecture 50 - Homological characterization of Regular Local Rings (RLR) |
Link |
NOC:Commutative Algebra |
Lecture 51 - Homological characterization of Regular Local Rings (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 52 - Homological Characterization of Regular Local Rings (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 53 - Regular Local Rings are UFD |
Link |
NOC:Commutative Algebra |
Lecture 54 - RLR-Prime ideals of height 1 |
Link |
NOC:Commutative Algebra |
Lecture 55 - Discrete Valuation Ring |
Link |
NOC:Commutative Algebra |
Lecture 56 - Discrete Valuation Ring (Continued...) |
Link |
NOC:Commutative Algebra |
Lecture 57 - Dedekind Domains |
Link |
NOC:Commutative Algebra |
Lecture 58 - Fractionary Ideals and Dedekind Domains |
Link |
NOC:Commutative Algebra |
Lecture 59 - Characterization of Dedekind Domain |
Link |
NOC:Commutative Algebra |
Lecture 60 - Dedekind Domains and prime factorization of ideals |
Link |
NOC:Galois Theory |
Lecture 1 - Historical Perspectives |
Link |
NOC:Galois Theory |
Lecture 2 - Examples of Fields |
Link |
NOC:Galois Theory |
Lecture 3 - Polynomials and Basic properties |
Link |
NOC:Galois Theory |
Lecture 4 - Polynomial Rings |
Link |
NOC:Galois Theory |
Lecture 5 - Unit and Unit Groups |
Link |
NOC:Galois Theory |
Lecture 6 - Division with remainder and prime factorization |
Link |
NOC:Galois Theory |
Lecture 7 - Zeroes of Polynomials |
Link |
NOC:Galois Theory |
Lecture 8 - Polynomial functions |
Link |
NOC:Galois Theory |
Lecture 9 - Algebraically closed Fields and statement of FTA |
Link |
NOC:Galois Theory |
Lecture 10 - Gauss’s Theorem(Uniqueness of factorization) |
Link |
NOC:Galois Theory |
Lecture 11 - Digression on Rings homomorphism, Algebras |
Link |
NOC:Galois Theory |
Lecture 12 - Kernel of homomorphisms and ideals in K[X],Z |
Link |
NOC:Galois Theory |
Lecture 13 - Algebraic elements |
Link |
NOC:Galois Theory |
Lecture 14 - Examples |
Link |
NOC:Galois Theory |
Lecture 15 - Minimal Polynomials |
Link |
NOC:Galois Theory |
Lecture 16 - Characterization of Algebraic elements |
Link |
NOC:Galois Theory |
Lecture 17 - Theorem of Kronecker |
Link |
NOC:Galois Theory |
Lecture 18 - Examples |
Link |
NOC:Galois Theory |
Lecture 19 - Digression on Groups |
Link |
NOC:Galois Theory |
Lecture 20 - Some examples and Characteristic of a Ring |
Link |
NOC:Galois Theory |
Lecture 21 - Finite subGroups of the Unit Group of a Field |
Link |
NOC:Galois Theory |
Lecture 22 - Construction of Finite Fields |
Link |
NOC:Galois Theory |
Lecture 23 - Digression on Group action - I |
Link |
NOC:Galois Theory |
Lecture 24 - Automorphism Groups of a Field Extension |
Link |
NOC:Galois Theory |
Lecture 25 - Dedekind-Artin Theorem |
Link |
NOC:Galois Theory |
Lecture 26 - Galois Extension |
Link |
NOC:Galois Theory |
Lecture 27 - Examples of Galois extension |
Link |
NOC:Galois Theory |
Lecture 28 - Examples of Automorphism Groups |
Link |
NOC:Galois Theory |
Lecture 29 - Digression on Linear Algebra |
Link |
NOC:Galois Theory |
Lecture 30 - Minimal and Characteristic Polynomials, Norms, Trace of elements |
Link |
NOC:Galois Theory |
Lecture 31 - Primitive Element Theorem for Galois Extension |
Link |
NOC:Galois Theory |
Lecture 32 - Fundamental Theorem of Galois Theory |
Link |
NOC:Galois Theory |
Lecture 33 - Fundamental Theorem of Galois Theory (Continued...) |
Link |
NOC:Galois Theory |
Lecture 34 - Cyclotomic extensions |
Link |
NOC:Galois Theory |
Lecture 35 - Cyclotomic Polynomials |
Link |
NOC:Galois Theory |
Lecture 36 - Irreducibility of Cyclotomic Polynomials over Q |
Link |
NOC:Galois Theory |
Lecture 37 - Reducibility of Cyclotomic Polynomials over Finite Fields |
Link |
NOC:Galois Theory |
Lecture 38 - Galois Group of Cyclotomic Polynomials |
Link |
NOC:Galois Theory |
Lecture 39 - Extension over a fixed Field of a finite subGroup is Galois Extension |
Link |
NOC:Galois Theory |
Lecture 40 - Digression on Group action - II |
Link |
NOC:Galois Theory |
Lecture 41 - Correspondence of Normal SubGroups and Galois sub-extensions |
Link |
NOC:Galois Theory |
Lecture 42 - Correspondence of Normal SubGroups and Galois sub-extensions (Continued...) |
Link |
NOC:Galois Theory |
Lecture 43 - Inverse Galois problem for Abelian Groups |
Link |
NOC:Galois Theory |
Lecture 44 - Elementary Symmetric Polynomials |
Link |
NOC:Galois Theory |
Lecture 45 - Fundamental Theorem on Symmetric Polynomials |
Link |
NOC:Galois Theory |
Lecture 46 - Gal (K[X1,X2,…,Xn]/K[S1,S2,...,Sn]) |
Link |
NOC:Galois Theory |
Lecture 47 - Digression on Symmetric and Alternating Group |
Link |
NOC:Galois Theory |
Lecture 48 - Discriminant of a Polynomial |
Link |
NOC:Galois Theory |
Lecture 49 - Zeroes and Embeddings |
Link |
NOC:Galois Theory |
Lecture 50 - Normal Extensions |
Link |
NOC:Galois Theory |
Lecture 51 - Existence of Algebraic Closure |
Link |
NOC:Galois Theory |
Lecture 52 - Uniqueness of Algebraic Closure |
Link |
NOC:Galois Theory |
Lecture 53 - Proof of The Fundamental Theorem of Algebra |
Link |
NOC:Galois Theory |
Lecture 54 - Galois Group of a Polynomial |
Link |
NOC:Galois Theory |
Lecture 55 - Perfect Fields |
Link |
NOC:Galois Theory |
Lecture 56 - Embeddings |
Link |
NOC:Galois Theory |
Lecture 57 - Characterization of finite Separable extension |
Link |
NOC:Galois Theory |
Lecture 58 - Primitive Element Theorem |
Link |
NOC:Galois Theory |
Lecture 59 - Equivalence of Galois extensions and Normal-Separable extensions |
Link |
NOC:Galois Theory |
Lecture 60 - Operation of Galois Group of Polynomial on the set of zeroes |
Link |
NOC:Galois Theory |
Lecture 61 - Discriminants |
Link |
NOC:Galois Theory |
Lecture 62 - Examples for further study |
Link |
NOC:Basic Real Analysis |
Lecture 1 - Real Numbers and Sequences - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 2 - Real Numbers and Sequences - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 3 - Real Numbers and Sequences - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 4 - Convergence of Sequences - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 5 - Convergence of Sequences - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 6 - Convergence of Sequences - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 7 - The LUB Property and Consequences - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 8 - The LUB Property and Consequences - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 9 - The LUB Property and Consequences - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 10 - Topology of Real Numbers: Closed Sets - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 11 - Topology of Real Numbers: Closed Sets - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 12 - Topology of Real Numbers: Closed Sets - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 13 - Topology of Real Numbers: Limit Points, Interior Points, Open Sets and Compact Sets - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 14 - Topology of Real Numbers: Limit Points, Interior Points, Open Sets and Compact Sets - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 15 - Topology of Real Numbers: Limit Points, Interior Points, Open Sets and Compact Sets - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 16 - Topology of Real Numbers: Compact Sets and Connected Sets - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 17 - Topology of Real Numbers: Compact Sets and Connected Sets - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 18 - Topology of Real Numbers: Compact Sets and Connected Sets - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 19 - Topology of Real Numbers: Connected Sets; Limits and Continuity - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 20 - Topology of Real Numbers: Connected Sets; Limits and Continuity - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 21 - Topology of Real Numbers: Connected Sets; Limits and Continuity - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 22 - Continuity and Uniform continuity - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 23 - Continuity and Uniform continuity - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 24 - Continuity and Uniform continuity - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 25 - Uniform continuity and connected sets - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 26 - Uniform continuity and connected sets - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 27 - Uniform continuity and connected sets - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 28 - Connected sets and continuity - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 29 - Connected sets and continuity - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 30 - Connected sets and continuity - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 31 - Differentiability - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 32 - Differentiability - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 33 - Differentiability - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 34 - Differentiability - Part IV |
Link |
NOC:Basic Real Analysis |
Lecture 35 - Differentiability - Part V |
Link |
NOC:Basic Real Analysis |
Lecture 36 - Differentiability - Part VI |
Link |
NOC:Basic Real Analysis |
Lecture 37 - Riemann Integration - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 38 - Riemann Integration - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 39 - Riemann Integration - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 40 - Riemann Integration - Part IV |
Link |
NOC:Basic Real Analysis |
Lecture 41 - Riemann Integration - Part V |
Link |
NOC:Basic Real Analysis |
Lecture 42 - Riemann Integration - Part VI |
Link |
NOC:Basic Real Analysis |
Lecture 43 - Riemann Sum and Riemann Integrals - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 44 - Riemann Sum and Riemann Integrals - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 45 - Riemann Sum and Riemann Integrals - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 46 - Optimization in several variables - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 47 - Optimization in several variables - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 48 - Optimization in several variables - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 49 - Integration in several variables - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 50 - Integration in several variables - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 51 - Integration in several variables - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 52 - Change of variables - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 53 - Change of variables - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 54 - Change of variables - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 55 - Change of variables - Part IV |
Link |
NOC:Basic Real Analysis |
Lecture 56 - Metric Spaces - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 57 - Metric Spaces - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 58 - Metric Spaces - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 59 - L^p Metrics - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 60 - L^p Metrics - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 61 - L^p Metrics - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 62 - Pointwise and Uniform convergence - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 63 - Pointwise and Uniform convergence - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 64 - Pointwise and Uniform convergence - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 65 - Pointwise and Uniform convergence - Part IV |
Link |
NOC:Basic Real Analysis |
Lecture 66 - Series of Numbers - Part I |
Link |
NOC:Basic Real Analysis |
Lecture 67 - Series of Numbers - Part II |
Link |
NOC:Basic Real Analysis |
Lecture 68 - Series of Numbers - Part III |
Link |
NOC:Basic Real Analysis |
Lecture 69 - Alternating Series and Power Series |
Link |
NOC:A Basic Course in Number Theory |
Lecture 1 - Integers |
Link |
NOC:A Basic Course in Number Theory |
Lecture 2 - Divisibility and primes |
Link |
NOC:A Basic Course in Number Theory |
Lecture 3 - Infinitude of primes |
Link |
NOC:A Basic Course in Number Theory |
Lecture 4 - Division algorithm and the GCD |
Link |
NOC:A Basic Course in Number Theory |
Lecture 5 - Computing the GCD and Euclid’s lemma |
Link |
NOC:A Basic Course in Number Theory |
Lecture 6 - Fundamental theorem of arithmetic |
Link |
NOC:A Basic Course in Number Theory |
Lecture 7 - Stories around primes |
Link |
NOC:A Basic Course in Number Theory |
Lecture 8 - Winding up on `Primes' and introducing Congruences' |
Link |
NOC:A Basic Course in Number Theory |
Lecture 9 - Basic results in congruences |
Link |
NOC:A Basic Course in Number Theory |
Lecture 10 - Residue classes modulo n |
Link |
NOC:A Basic Course in Number Theory |
Lecture 11 - Arithmetic modulo n, theory and examples |
Link |
NOC:A Basic Course in Number Theory |
Lecture 12 - Arithmetic modulo n, more examples |
Link |
NOC:A Basic Course in Number Theory |
Lecture 13 - Solving linear polynomials modulo n - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 14 - Solving linear polynomials modulo n - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 15 - Solving linear polynomials modulo n - III |
Link |
NOC:A Basic Course in Number Theory |
Lecture 16 - Solving linear polynomials modulo n - IV |
Link |
NOC:A Basic Course in Number Theory |
Lecture 17 - Chinese remainder theorem, the initial cases |
Link |
NOC:A Basic Course in Number Theory |
Lecture 18 - Chinese remainder theorem, the general case and examples |
Link |
NOC:A Basic Course in Number Theory |
Lecture 19 - Chinese remainder theorem, more examples |
Link |
NOC:A Basic Course in Number Theory |
Lecture 20 - Using the CRT, square roots of 1 in ℤn |
Link |
NOC:A Basic Course in Number Theory |
Lecture 21 - Wilson's theorem |
Link |
NOC:A Basic Course in Number Theory |
Lecture 22 - Roots of polynomials over ℤp |
Link |
NOC:A Basic Course in Number Theory |
Lecture 23 - Euler 𝜑-function - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 24 - Euler 𝜑-function - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 25 - Primitive roots - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 26 - Primitive roots - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 27 - Primitive roots - III |
Link |
NOC:A Basic Course in Number Theory |
Lecture 28 - Primitive roots - IV |
Link |
NOC:A Basic Course in Number Theory |
Lecture 29 - Structure of Un - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 30 - Structure of Un - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 31 - Quadratic residues |
Link |
NOC:A Basic Course in Number Theory |
Lecture 32 - The Legendre symbol |
Link |
NOC:A Basic Course in Number Theory |
Lecture 33 - Quadratic reciprocity law - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 34 - Quadratic reciprocity law - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 35 - Quadratic reciprocity law - III |
Link |
NOC:A Basic Course in Number Theory |
Lecture 36 - Quadratic reciprocity law - IV |
Link |
NOC:A Basic Course in Number Theory |
Lecture 37 - The Jacobi symbol |
Link |
NOC:A Basic Course in Number Theory |
Lecture 38 - Binary quadratic forms |
Link |
NOC:A Basic Course in Number Theory |
Lecture 39 - Equivalence of binary quadratic forms |
Link |
NOC:A Basic Course in Number Theory |
Lecture 40 - Discriminant of a binary quadratic form |
Link |
NOC:A Basic Course in Number Theory |
Lecture 41 - Reduction theory of integral binary quadratic forms |
Link |
NOC:A Basic Course in Number Theory |
Lecture 42 - Reduced forms up to equivalence - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 43 - Reduced forms up to equivalence - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 44 - Reduced forms up to equivalence - III |
Link |
NOC:A Basic Course in Number Theory |
Lecture 45 - Sums of squares - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 46 - Sums of squares - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 47 - Sums of squares - III |
Link |
NOC:A Basic Course in Number Theory |
Lecture 48 - Beyond sums of squares - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 49 - Beyond sums of squares - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 50 - Continued fractions - basic results |
Link |
NOC:A Basic Course in Number Theory |
Lecture 51 - Dirichlet's approximation theorem |
Link |
NOC:A Basic Course in Number Theory |
Lecture 52 - Good rational approximations |
Link |
NOC:A Basic Course in Number Theory |
Lecture 53 - Continued fraction expansion for real numbers - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 54 - Continued fraction expansion for real numbers - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 55 - Convergents give better approximations |
Link |
NOC:A Basic Course in Number Theory |
Lecture 56 - Convergents are the best approximations - I |
Link |
NOC:A Basic Course in Number Theory |
Lecture 57 - Convergents are the best approximations - II |
Link |
NOC:A Basic Course in Number Theory |
Lecture 58 - Quadratic irrationals as continued fractions |
Link |
NOC:A Basic Course in Number Theory |
Lecture 59 - Some basics of algebraic number theory |
Link |
NOC:A Basic Course in Number Theory |
Lecture 60 - Units in quadratic fields: the imaginary case |
Link |
NOC:A Basic Course in Number Theory |
Lecture 61 - Units in quadratic fields: the real case |
Link |
NOC:A Basic Course in Number Theory |
Lecture 62 - Brahmagupta-Pell equations |
Link |
NOC:A Basic Course in Number Theory |
Lecture 63 - Tying some loose ends |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 1 - Basic Problem in Topology |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 2 - Concept of homotopy |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 3 - Bird's eye-view of the course |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 4 - Path Homotopy |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 5 - Composition of paths |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 6 - Fundamental group π1 |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 7 - Computation of Fund. Group of a circle |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 8 - Computation (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 9 - Computation concluded |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 10 - Van-Kampen's Theorem |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 11 - Function Spaces |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 12 - Quotient Maps |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 13 - Group Actions |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 14 - Examples of Group Actions |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 15 - Assorted Results on Quotient Spaces |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 16 - Quotient Constructions Typical to Alg. Top |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 17 - Quotient Constructions (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 18 - Relative Homotopy |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 19 - Construction of a typical SDR |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 20 - Generalized construction of SDRs |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 21 - A theoretical application |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 22 - The Harvest |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 23 - NDR pairs |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 24 - General Remarks |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 25 - Basics A ne Geometry |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 26 - Abstract Simplicial Complex |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 27 - Geometric Realization |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 28 - Topology on |K| |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 29 - Simplical maps |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 30 - Polyhedrons |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 31 - Point Set topological Aspects |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 32 - Barycentric Subdivision |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 33 - Finer Subdivisions |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 34 - Simplical Approximation |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 35 - Sperner Lemma |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 36 - Invariance of domain |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 37 - Proof of controled homotopy |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 38 - Links and Stars |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 39 - Homotopical Aspects of Simplicial Complexes |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 40 - Homotopical Aspects |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 41 - Covering Spaces and Fund. Groups |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 42 - Lifting Properties |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 43 - Homotopy Lifting |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 44 - Relation with the fund. Group |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 45 - Regular covering |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 46 - Lifting Problem |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 47 - Classification of Coverings |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 48 - Classification |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 49 - Existence of Simply connected coverings |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 50 - Construction of Simply connected covering |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 51 - Properties Shared by total space and base |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 52 - Examples |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 53 - G-coverings |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 54 - Pull-backs |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 55 - Classification of G-coverings |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 56 - Proof of classification |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 57 - Pushouts and Free products |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 58 - Existence of Free Products, pushouts |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 59 - Free Products and free groups |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 60 - Seifert-Van Kampen Theorems |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 61 - Applications |
Link |
NOC:Introduction to Algebraic Topology - Part I |
Lecture 62 - Applications (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 1 - Introduction |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 2 - Attaching cells |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 3 - Subcomplexes and Examples |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 4 - More examples |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 5 - More Examples |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 6 - Topological Properties |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 7 - Coinduced Topology |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 8 - Compactly generated topology on Products |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 9 - Product of Cell complexes |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 10 - Product of Cell complexes (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 11 - Partition of Unity on CW-complexes |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 12 - Partition of Unity (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 13 - Homotopical Aspects |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 14 - Homotopical Aspects (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 15 - Cellular Maps |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 16 - Cellular Maps (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 17 - Homotopy exact sequence of a pair |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 18 - Homotopy exact sequence of a fibration |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 19 - Categories-Definitions and Examples |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 20 - More Examples |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 21 - Functors |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 22 - Equivalence of Functors (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 23 - Universal Objects |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 24 - Basic Homological Algebra |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 25 - Diagram-Chasing |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 26 - Homology of Chain Complexes |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 27 - Euler Characteristics |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 28 - Singular Homology Groups |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 29 - Basic Properties of Singular Homology |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 30 - Excision |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 31 - Examples of Excision-Mayer Vietoris |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 32 - Applications |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 33 - Applications (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 34 - The Singular Simplicial Homology |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 35 - Simplicial Homology |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 36 - Simplicial Homology (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 37 - CW-Homology and Cellular Singular Homology |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 38 - Construction of CW-chain complex |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 39 - CW structure and CW homology of Lens Spaces |
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NOC:Introduction to Algebraic Topology - Part II |
Lecture 40 - Assorted Topics |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 41 - Some Applications of Homology |
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NOC:Introduction to Algebraic Topology - Part II |
Lecture 42 - Applications of LFT |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 43 - Jordan-Brouwer |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 44 - Proof of Lemmas |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 45 - Relation between ?1 and H1 |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 46 - All Postponed Proofs |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 47 - Proofs (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 48 - Definitions and Examples |
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NOC:Introduction to Algebraic Topology - Part II |
Lecture 49 - Paracompactness |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 50 - Manifolds with Boundary |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 51 - Embeddings and Homotopical Aspects |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 52 - Homotopical Aspects (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 53 - Classification of 1-manifolds |
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NOC:Introduction to Algebraic Topology - Part II |
Lecture 54 - Classification of 1-manifolds (Continued...) |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 55 - Triangulation of Manifolds |
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NOC:Introduction to Algebraic Topology - Part II |
Lecture 56 - Pseudo-Manifolds |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 57 - One result due to Poincaŕe and another due to Munkres |
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NOC:Introduction to Algebraic Topology - Part II |
Lecture 58 - Some General Remarks |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 59 - Classification of Compact Surface |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 60 - Final Reduction-Completion of the Proof |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 61 - Proof of Part B |
Link |
NOC:Introduction to Algebraic Topology - Part II |
Lecture 62 - Orientability |
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NOC:Partial Differential Equations |
Lecture 1 - Partial Differential Equations - Basic concepts and Nomenclature |
Link |
NOC:Partial Differential Equations |
Lecture 2 - First Order Partial Differential Equations- How they arise? Cauchy Problems, IVPs, IBVPs |
Link |
NOC:Partial Differential Equations |
Lecture 3 - First order Partial Differential Equations - Geometry of Quasilinear equations |
Link |
NOC:Partial Differential Equations |
Lecture 4 - FOPDE's - General Solutions to Linear and Semilinear equations |
Link |
NOC:Partial Differential Equations |
Lecture 5 - First order Partial Differential Equations- Lagrange's method for Quasilinear equations |
Link |
NOC:Partial Differential Equations |
Lecture 6 - Relation between Characteristic curves and Integral surfaces for Quasilinear equations |
Link |
NOC:Partial Differential Equations |
Lecture 7 - Relation between Characteristic curves and Integral surfaces for Quasilinear equations |
Link |
NOC:Partial Differential Equations |
Lecture 8 - FOPDE's - Method of characteristics for Quasilinear equations - 1 |
Link |
NOC:Partial Differential Equations |
Lecture 9 - First order Partial Differential Equations - Failure of transversality condition |
Link |
NOC:Partial Differential Equations |
Lecture 10 - First order Partial Differential Equations - Tutorial of Quasilinear equations |
Link |
NOC:Partial Differential Equations |
Lecture 11 - FOPDE's - General nonlinear equations 1 - Search for a characteristic direction |
Link |
NOC:Partial Differential Equations |
Lecture 12 - FOPDE's - General nonlinear equations 2 - Characteristic direction and characteristic strip |
Link |
NOC:Partial Differential Equations |
Lecture 13 - FOPDE's - General nonlinear equations 3 - Finding an initial strip |
Link |
NOC:Partial Differential Equations |
Lecture 14 - FOPDE's - General nonlinear equations 4 - Local existence and uniqueness theorem |
Link |
NOC:Partial Differential Equations |
Lecture 15 - First order Partial Differential Equations - Tutorial on General nonlinear equations |
Link |
NOC:Partial Differential Equations |
Lecture 16 - First order Partial Differential Equations - Initial value problems for Burgers equation |
Link |
NOC:Partial Differential Equations |
Lecture 17 - FOPDE's - Conservation laws with a view towards global solutions to Burgers equation |
Link |
NOC:Partial Differential Equations |
Lecture 18 - Second Order Partial Differential Equations - Special Curves associated to a PDE |
Link |
NOC:Partial Differential Equations |
Lecture 19 - Second Order Partial Differential Equations - Curves of discontinuity |
Link |
NOC:Partial Differential Equations |
Lecture 20 - Second Order Partial Differential Equations - Classification |
Link |
NOC:Partial Differential Equations |
Lecture 21 - SOPDE's - Canonical form for an equation of Hyperbolic type |
Link |
NOC:Partial Differential Equations |
Lecture 22 - SOPDE's - Canonical form for an equation of Parabolic type |
Link |
NOC:Partial Differential Equations |
Lecture 23 - SOPDE's - Canonical form for an equation of Elliptic type |
Link |
NOC:Partial Differential Equations |
Lecture 24 - Second Order Partial Differential Equations - Characteristic Surfaces |
Link |
NOC:Partial Differential Equations |
Lecture 25 - SOPDE's - Canonical forms for constant coefficient PDEs |
Link |
NOC:Partial Differential Equations |
Lecture 26 - Wave Equation - A mathematical model for vibrating strings |
Link |
NOC:Partial Differential Equations |
Lecture 27 - Wave Equation in one space dimension - d'Alembert formula |
Link |
NOC:Partial Differential Equations |
Lecture 28 - Tutorial on One dimensional wave equation |
Link |
NOC:Partial Differential Equations |
Lecture 29 - Wave Equation in d space dimensions - Equivalent Cauchy problems via Spherical means |
Link |
NOC:Partial Differential Equations |
Lecture 30 - Cauchy problem for Wave Equation in 3 space dimensions - Poisson-Kirchhoff formulae |
Link |
NOC:Partial Differential Equations |
Lecture 31 - Cauchy problem for Wave Equation in 2 space dimensions - Hadamard's method of descent |
Link |
NOC:Partial Differential Equations |
Lecture 32 - Nonhomogeneous Wave Equation - Duhamel principle |
Link |
NOC:Partial Differential Equations |
Lecture 33 - Wellposedness of Cauchy problem for Wave Equation |
Link |
NOC:Partial Differential Equations |
Lecture 34 - Wave Equation on an interval in? - Solution to an IBVP from first principles |
Link |
NOC:Partial Differential Equations |
Lecture 35 - Tutorial on IBVPs for wave equation |
Link |
NOC:Partial Differential Equations |
Lecture 36 - IBVP for Wave Equation - Separation of Variables Method |
Link |
NOC:Partial Differential Equations |
Lecture 37 - Tutorial on Separation of variables method for wave equation |
Link |
NOC:Partial Differential Equations |
Lecture 38 - Qualitative analysis of Wave equation - Parallelogram identity |
Link |
NOC:Partial Differential Equations |
Lecture 39 - Qualitative analysis of Wave equation - Domain of dependence, domain of influence |
Link |
NOC:Partial Differential Equations |
Lecture 40 - Qualitative analysis of Wave equation - Causality Principle, Finite speed of propagation |
Link |
NOC:Partial Differential Equations |
Lecture 41 - Qualitative analysis of Wave equation - Uniqueness by Energy method |
Link |
NOC:Partial Differential Equations |
Lecture 42 - Qualitative analysis of Wave equation - Huygens Principle |
Link |
NOC:Partial Differential Equations |
Lecture 43 - Qualitative analysis of Wave equation - Generalized solutions to Wave equation |
Link |
NOC:Partial Differential Equations |
Lecture 44 - Qualitative analysis of Wave equation - Propagation of waves |
Link |
NOC:Partial Differential Equations |
Lecture 45 - Laplace equation - Associated Boundary value problems |
Link |
NOC:Partial Differential Equations |
Lecture 46 - Laplace equation - Fundamental solution |
Link |
NOC:Partial Differential Equations |
Lecture 47 - Dirichlet BVP for Laplace equation - Green's function and Poisson's formula |
Link |
NOC:Partial Differential Equations |
Lecture 48 - Laplace equation - Weak maximum principle and its applications |
Link |
NOC:Partial Differential Equations |
Lecture 49 - Laplace equation - Dirichlet BVP on a disk in R2 for Laplace equations |
Link |
NOC:Partial Differential Equations |
Lecture 50 - Tutorial 1 on Laplace equation |
Link |
NOC:Partial Differential Equations |
Lecture 51 - Laplace equation - Mean value property |
Link |
NOC:Partial Differential Equations |
Lecture 52 - Laplace equation - More qualitative properties |
Link |
NOC:Partial Differential Equations |
Lecture 53 - Laplace equation - Strong Maximum Principle and Dirichlet Principle |
Link |
NOC:Partial Differential Equations |
Lecture 54 - Tutorial 2 on Laplace equation |
Link |
NOC:Partial Differential Equations |
Lecture 55 - Cauchy Problem for Heat Equation - 1 |
Link |
NOC:Partial Differential Equations |
Lecture 56 - Cauchy Problem for Heat Equation - 2 |
Link |
NOC:Partial Differential Equations |
Lecture 57 - IBVP for Heat equation Subtitle: Method of Separation of Variables |
Link |
NOC:Partial Differential Equations |
Lecture 58 - Maximum principle for heat equation |
Link |
NOC:Partial Differential Equations |
Lecture 59 - Tutorial on heat equation |
Link |
NOC:Partial Differential Equations |
Lecture 60 - Heat equation Subheading : Infinite speed of propagation, Energy, Backward Problem |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 1 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 2 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 3 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 4 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 5 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 6 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 7 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 8 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 9 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 10 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 11 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 12 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 13 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 14 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 15 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 16 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 17 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 18 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 19 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 20 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 21 - Introduction |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 22 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 23 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 24 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 25 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 26 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 27 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 28 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 29 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 30 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 31 - Creating New Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 32 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 33 |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 34 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 35 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 36 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 37 |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 38 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 39 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 40 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 41 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 42 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 43 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 44 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 45 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 46 - Smallness Properties of Topological Spaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 47 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 48 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 49 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 50 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 51 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 52 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 53 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 54 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 55 - Largeness properties |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 56 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 57 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 58 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 59 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 60 |
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NOC:An Introduction to Point-Set-Topology - Part I |
Lecture 61 |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 1 - Welcome Speech |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 2 - Preliminaries from Banach spaces |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 3 - Differentiation on Banach spaces |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 4 - Preliminaries from one-variable real analysis |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 5 - Implicit and Inverse function theorems |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 6 - Compact Hausdorff spaces |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 7 - Local Compactness |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 8 - Local Compactness (Continued...) |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 9 - The retraction functor k(X) |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 10 - Compactly generated spaces |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 11 - Paracompactness |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 12 - Partition of Unity |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 13 - Paracompactness (Continued...) |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 14 - Paracompactness (Continued...) |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 15 - Various Notions of Compactness |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 16 - Total Boundedness |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 17 - Arzel`a- Ascoli Theorem |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 18 - Generalities on Compactification |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 19 - Alexandroffâ's compactifiction |
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NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 20 - Proper maps |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 21 - Stone-Cech compactification |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 22 - Stone-Weierstrassâ's Theorems |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 23 - Real Stone-Weierstrass Theorem |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 24 - Complex and extended Stone-Weierstrass theorem |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 25 - (Missing) |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 26 - Urysohnâ's Metrization theorem |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 27 - Nagata Smyrnov Metrization theorem |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 28 - Nets |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 29 - Cofinal families subnets |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 30 - Basics of Filters |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 31 - Convergence Properties of Filters |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 32 - Ultrafilters and Tychonoffâ's theorem |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 33 - Ultraclosed filters |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 34 - Wallman compactification |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 35 - Wallman compactification (Continued...) |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 36 - Global Separation of Sets |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 37 - More examples |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 38 - Knaster-Kuratowski Example |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 39 - Separation of Sets (Continued...) |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 40 - Definition of dimension and examples |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 41 - Dimensions of subspaces and Unions |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 42 - Sum theorem for higher dimensions |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 43 - Analytic Proof of Brouwerâ's Fixed Point Theorem |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 44 - Local Separation to Global Separation |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 45 - Partially Ordered sets |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 46 - Principle of Transfinite Induction |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 47 - Order topology |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 48 - Ordinals |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 49 - Ordinal Topology (Continued...) |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 50 - The Long Line |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 51 - Motivation and definition |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 52 - The Exponential Correspondence |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 53 - An Application to Quotient Maps |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 54 - Groups of Homeomoprhisms |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 55 - Definition and Exampels of Manifolds |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 56 - Manifolds with Boundary |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 57 - Homogeneity |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 58 - Homogeneity (Continued...) |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 59 - Classification of 1-dim. manifolds |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 60 - Classification of 1-dim. Manifolds (Continued...) |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 61 - Surfaces |
Link |
NOC:An Introduction to Point-Set-Topology - Part II |
Lecture 62 - Connected Sum |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 1 - Genesis and a little history |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 2 - Basic convergence theorem |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 3 - Riemann Lebesgue Lemma |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 4 - The ubiquitous Gaussian |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 5 - Jacobi theta function identity |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 6 - The Riemann zeta function |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 7 - Bessel's functions of the first kind |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 8 - Least square approximation |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 9 - Parseval formula. Isoperimetric theorem |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 10 - Dirichlet problem for a disc |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 11 - The Poisson kernel |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 12 - Cesaro summability and Fejer's theorem |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 13 - Fejer's theorem (Continued...) |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 14 - Kronecker's theorem |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 15 - Weyl's equidistribution theorem |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 16 - Borel's theorem and beyond |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 17 - Fourier transform and Schwartz space |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 18 - Hermite's differential equation |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 19 - Fourier inversion theorem Riemann Lebesgue lemma |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 20 - Plancherel's Theorem |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 21 - Heat equation. The heat kernel |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 22 - The Airy's function |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 23 - Exercises on Fourier Transform |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 24 - Principle of equipartitioning of energy |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 25 - A formula of Srinivasa Ramanujan |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 26 - Sturm Liouville problems. Orthogonal systems |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 27 - Vibrations of a circular membrane |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 28 - Fourier Bessel Series |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 29 - Properties of Legendre Polynomials |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 30 - Properties of Legendre polynomials (Continued...) |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 31 - Legendre polynomials - interlacing of zeros |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 32 - Laplace's integrals for Legendre polynomials |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 33 - Regular Sturm-Liouville problems |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 34 - Variational properties of eigen-values |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 35 - The Dirichlet principle |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 36 - Regular Sturm-Liouville problems - Existence of eigen-values |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 37 - The Bergman space |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 38 - The Banach Steinhaus' Theorem |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 39 - Hilbert space basics |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 40 - Completeness of Hermite functions |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 41 - Hermite, Laugerre and Tchebycheff's polynomials |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 42 - Orthonormal bases in Hilbert spaces |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 43 - Non-separable Hilbert-spaces. Almost periodic functions |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 44 - Hilbert-Schmidt operators. Green's functions |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 45 - Spectrum of a bounded linear operator |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 46 - Weak (sequential) compactness of the closed unit ball |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 47 - Compact self-adjoint operators. Existence of eigen values |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 48 - Compact self-adjoint operators. Existence of eigen values (Continued...) |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 49 - Celestial Mechanics |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 50 - Inverting the Kepler equation using Fourier series |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 51 - Odds and Ends |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 52 - Dirichlet's Theorem on Fourier Series |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 53 - Dirichlet's Theorem on Fourier Series (Continued...) |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 54 - Topology on the Schwartz space |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 55 - Examples of tempered distributions |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 56 - Operations on distributions |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 57 - Fourier Transform of tempered distribution |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 58 - Support of a Distribution. Distributions with point support |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 59 - Distributional solutions of ODEs. Continuity of the Fourier transform and differentiation |
Link |
NOC:Fourier Analysis and its Applications |
Lecture 60 - The Poisson summation formula |
Link |
NOC:Numerical Analysis (2023) |
Lecture 1 - Introduction |
Link |
NOC:Numerical Analysis (2023) |
Lecture 2 - Mathematical Preliminaries: Taylor Approximation |
Link |
NOC:Numerical Analysis (2023) |
Lecture 3 - Mathematical Preliminaries: Order of Convergence |
Link |
NOC:Numerical Analysis (2023) |
Lecture 4 - Arithmetic Error: Floating-point Approximation |
Link |
NOC:Numerical Analysis (2023) |
Lecture 5 - Arithmetic Error: Significant Digits |
Link |
NOC:Numerical Analysis (2023) |
Lecture 6 - Arithmetic Error: Condition Number and Stable Computation |
Link |
NOC:Numerical Analysis (2023) |
Lecture 7 - Tutorial Session-1: Problem Solving |
Link |
NOC:Numerical Analysis (2023) |
Lecture 8 - Python Coding: Introduction |
Link |
NOC:Numerical Analysis (2023) |
Lecture 9 - Linear Systems: Gaussian Elimination Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 10 - Linear Systems: LU-Factorization (Doolittle and Crout) |
Link |
NOC:Numerical Analysis (2023) |
Lecture 11 - Linear Systems: LU-Factorization (Cholesky) |
Link |
NOC:Numerical Analysis (2023) |
Lecture 12 - Linear Systems: Operation Count for Direct Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 13 - Tutorial Session-2: Python Coding for Naive Gaussian Elimination Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 14 - Tutorial Session-3: Python Coding for Thomas Algorithm |
Link |
NOC:Numerical Analysis (2023) |
Lecture 15 - Matrix Norms: Subordinate Matrix Norms |
Link |
NOC:Numerical Analysis (2023) |
Lecture 16 - Matrix Norms: Condition Number of a Matrix |
Link |
NOC:Numerical Analysis (2023) |
Lecture 17 - Iterative Methods: Jacobi Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 18 - Iterative Methods: Convergence of Jacobi Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 19 - Iterative Methods: Gauss-Seidel Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 20 - Iterative Methods: Convergence Analysis of Iterative Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 21 - Iterative Methods: Successive Over Relaxation Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 22 - Tutorial Session-4: Python implementation of Jacobi Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 23 - Eigenvalues and Eigenvectors: Power Method (Construction) |
Link |
NOC:Numerical Analysis (2023) |
Lecture 24 - Eigenvalues and Eigenvectors: Power Method (Convergence Theorem) |
Link |
NOC:Numerical Analysis (2023) |
Lecture 25 - Eigenvalues and Eigenvectors: Gerschgorin's Theorem and Applications |
Link |
NOC:Numerical Analysis (2023) |
Lecture 26 - Eigenvalues and Eigenvectors: Power Method (Inverse and Shifted Methods) |
Link |
NOC:Numerical Analysis (2023) |
Lecture 27 - Nonlinear Equations: Overview |
Link |
NOC:Numerical Analysis (2023) |
Lecture 28 - Nonlinear Equations: Bisection Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 29 - Tutorial Session-5: Implementation of Bisection Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 30 - Nonlinear Equations: Regula-falsi and Secant Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 31 - Nonlinear Equations: Convergence Theorem of Secant Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 32 - Nonlinear Equations: Newton-Raphson's method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 33 - Nonlinear Equations: Newton-Raphson's method (Convergence Theorem) |
Link |
NOC:Numerical Analysis (2023) |
Lecture 34 - Nonlinear Equations: Fixed-point Iteration Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 35 - Nonlinear Equations: Fixed-point Iteration Methods (Convergence) and Modified Newton's Method |
Link |
NOC:Numerical Analysis (2023) |
Lecture 36 - Nonlinear Equations: System of Nonlinear Equations |
Link |
NOC:Numerical Analysis (2023) |
Lecture 37 - Nonlinear Equations: Implementation of Newton-Raphson's Method as Python Code |
Link |
NOC:Numerical Analysis (2023) |
Lecture 38 - Polynomial Interpolation: Existence and Uniqueness |
Link |
NOC:Numerical Analysis (2023) |
Lecture 39 - Polynomial Interpolation: Lagrange and Newton Forms |
Link |
NOC:Numerical Analysis (2023) |
Lecture 40 - Polynomial Interpolation: Newton’s Divided Difference Formula |
Link |
NOC:Numerical Analysis (2023) |
Lecture 41 - Polynomial Interpolation: Mathematical Error in Interpolating Polynomial |
Link |
NOC:Numerical Analysis (2023) |
Lecture 42 - Polynomial Interpolation: Arithmetic Error in Interpolating Polynomials |
Link |
NOC:Numerical Analysis (2023) |
Lecture 43 - Polynomial Interpolation: Implementation of Lagrange Form as Python Code |
Link |
NOC:Numerical Analysis (2023) |
Lecture 44 - Polynomial Interpolation: Runge Phenomenon and Piecewise Polynomial Interpolation |
Link |
NOC:Numerical Analysis (2023) |
Lecture 45 - Polynomial Interpolation: Hermite Interpolation |
Link |
NOC:Numerical Analysis (2023) |
Lecture 46 - Polynomial Interpolation: Cubic Spline Interpolation |
Link |
NOC:Numerical Analysis (2023) |
Lecture 47 - Polynomial Interpolation: Tutorial Session |
Link |
NOC:Numerical Analysis (2023) |
Lecture 48 - Numerical Integration: Rectangle Rule |
Link |
NOC:Numerical Analysis (2023) |
Lecture 49 - Numerical Integration: Trapezoidal Rule |
Link |
NOC:Numerical Analysis (2023) |
Lecture 50 - Numerical Integration: Simpson's Rule |
Link |
NOC:Numerical Analysis (2023) |
Lecture 51 - Numerical Integration: Gaussian Quadrature Rule |
Link |
NOC:Numerical Analysis (2023) |
Lecture 52 - Numerical Integration: Tutorial Session |
Link |
NOC:Numerical Analysis (2023) |
Lecture 53 - Numerical Differentiation: Primitive Finite Difference Formulae |
Link |
NOC:Numerical Analysis (2023) |
Lecture 54 - Numerical Differentiation: Method of Undetermined Coefficients and Arithmetic Error |
Link |
NOC:Numerical Analysis (2023) |
Lecture 55 - Numerical ODEs: Euler Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 56 - Numerical ODEs: Euler Methods (Error Analysis) |
Link |
NOC:Numerical Analysis (2023) |
Lecture 57 - Numerical ODEs: Runge-Kutta Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 58 - Numerical ODEs: Modified Euler's Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 59 - Numerical ODEs: Multistep Methods |
Link |
NOC:Numerical Analysis (2023) |
Lecture 60 - Numerical ODEs: Stability Analysis |
Link |
NOC:Numerical Analysis (2023) |
Lecture 61 - Numerical ODEs: Two-point Boundary Value Problems |
Link |
NOC:Point Set Topology |
Lecture 1 - Definition and examples of topological spaces |
Link |
NOC:Point Set Topology |
Lecture 2 - Examples of topological spaces |
Link |
NOC:Point Set Topology |
Lecture 3 - Basis for topology |
Link |
NOC:Point Set Topology |
Lecture 4 - Subspace Topology |
Link |
NOC:Point Set Topology |
Lecture 5 - Product Topology |
Link |
NOC:Point Set Topology |
Lecture 6 - Product Topology (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 7 - Continuous maps |
Link |
NOC:Point Set Topology |
Lecture 8 - Continuity of addition and multiplication maps |
Link |
NOC:Point Set Topology |
Lecture 9 - Continuous maps to a product |
Link |
NOC:Point Set Topology |
Lecture 10 - Projection from a point |
Link |
NOC:Point Set Topology |
Lecture 11 - Closed subsets |
Link |
NOC:Point Set Topology |
Lecture 12 - Closure |
Link |
NOC:Point Set Topology |
Lecture 13 - Joining continuous maps |
Link |
NOC:Point Set Topology |
Lecture 14 - Metric spaces |
Link |
NOC:Point Set Topology |
Lecture 15 - Connectedness |
Link |
NOC:Point Set Topology |
Lecture 16 - Connectedness (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 17 - Connectedness (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 18 - Connected components |
Link |
NOC:Point Set Topology |
Lecture 19 - Path connectedness |
Link |
NOC:Point Set Topology |
Lecture 20 - Path connectedness (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 21 - Connectedness of GL(n,R)^+ (math symbol) |
Link |
NOC:Point Set Topology |
Lecture 22 - Connectedness of GL(n,C), SL(n,C), SL(n,R) |
Link |
NOC:Point Set Topology |
Lecture 23 - Compactness |
Link |
NOC:Point Set Topology |
Lecture 24 - Compactness (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 25 - Compactness (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 26 - Compactness (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 27 - SO(n) is connected |
Link |
NOC:Point Set Topology |
Lecture 28 - Compact metric spaces |
Link |
NOC:Point Set Topology |
Lecture 29 - Lebesgue Number Lemma |
Link |
NOC:Point Set Topology |
Lecture 30 - Locally compact spaces |
Link |
NOC:Point Set Topology |
Lecture 31 - One point compactification |
Link |
NOC:Point Set Topology |
Lecture 32 - One point compactification (Continued...) |
Link |
NOC:Point Set Topology |
Lecture 33 - Uniqueness of one point compatification |
Link |
NOC:Point Set Topology |
Lecture 34 - Part 1 : Quotient topology |
Link |
NOC:Point Set Topology |
Lecture 35 - Part 2 : Quotient topology on G/H |
Link |
NOC:Point Set Topology |
Lecture 36 - Part 3 : Grassmannian |
Link |
NOC:Point Set Topology |
Lecture 37 - Normal topological spaces |
Link |
NOC:Point Set Topology |
Lecture 38 - Urysohn's Lemma |
Link |
NOC:Point Set Topology |
Lecture 39 - Tietze Extension Theorem |
Link |
NOC:Point Set Topology |
Lecture 40 - Regular and Second Countable spaces |
Link |
NOC:Point Set Topology |
Lecture 41 - Product Topology on mathbb{R}^{mathbb{N}} |
Link |
NOC:Point Set Topology |
Lecture 42 - Urysohn's Metrization Theorem |
Link |
Stochastic Processes |
Lecture 1 - Introduction to Stochastic Processes |
Link |
Stochastic Processes |
Lecture 2 - Introduction to Stochastic Processes (Continued.) |
Link |
Stochastic Processes |
Lecture 3 - Problems in Random Variables and Distributions |
Link |
Stochastic Processes |
Lecture 4 - Problems in Sequences of Random Variables |
Link |
Stochastic Processes |
Lecture 5 - Definition, Classification and Examples |
Link |
Stochastic Processes |
Lecture 6 - Simple Stochastic Processes |
Link |
Stochastic Processes |
Lecture 7 - Stationary Processes |
Link |
Stochastic Processes |
Lecture 8 - Autoregressive Processes |
Link |
Stochastic Processes |
Lecture 9 - Introduction, Definition and Transition Probability Matrix |
Link |
Stochastic Processes |
Lecture 10 - Chapman-Kolmogrov Equations |
Link |
Stochastic Processes |
Lecture 11 - Classification of States and Limiting Distributions |
Link |
Stochastic Processes |
Lecture 12 - Limiting and Stationary Distributions |
Link |
Stochastic Processes |
Lecture 13 - Limiting Distributions, Ergodicity and Stationary Distributions |
Link |
Stochastic Processes |
Lecture 14 - Time Reversible Markov Chain, Application of Irreducible Markov Chain in Queueing Models |
Link |
Stochastic Processes |
Lecture 15 - Reducible Markov Chains |
Link |
Stochastic Processes |
Lecture 16 - Definition, Kolmogrov Differential Equations and Infinitesimal Generator Matrix |
Link |
Stochastic Processes |
Lecture 17 - Limiting and Stationary Distributions, Birth Death Processes |
Link |
Stochastic Processes |
Lecture 18 - Poisson Processes |
Link |
Stochastic Processes |
Lecture 19 - M/M/1 Queueing Model |
Link |
Stochastic Processes |
Lecture 20 - Simple Markovian Queueing Models |
Link |
Stochastic Processes |
Lecture 21 - Queueing Networks |
Link |
Stochastic Processes |
Lecture 22 - Communication Systems |
Link |
Stochastic Processes |
Lecture 23 - Stochastic Petri Nets |
Link |
Stochastic Processes |
Lecture 24 - Conditional Expectation and Filtration |
Link |
Stochastic Processes |
Lecture 25 - Definition and Simple Examples |
Link |
Stochastic Processes |
Lecture 26 - Definition and Properties |
Link |
Stochastic Processes |
Lecture 27 - Processes Derived from Brownian Motion |
Link |
Stochastic Processes |
Lecture 28 - Stochastic Differential Equations |
Link |
Stochastic Processes |
Lecture 29 - Ito Integrals |
Link |
Stochastic Processes |
Lecture 30 - Ito Formula and its Variants |
Link |
Stochastic Processes |
Lecture 31 - Some Important SDE`s and Their Solutions |
Link |
Stochastic Processes |
Lecture 32 - Renewal Function and Renewal Equation |
Link |
Stochastic Processes |
Lecture 33 - Generalized Renewal Processes and Renewal Limit Theorems |
Link |
Stochastic Processes |
Lecture 34 - Markov Renewal and Markov Regenerative Processes |
Link |
Stochastic Processes |
Lecture 35 - Non Markovian Queues |
Link |
Stochastic Processes |
Lecture 36 - Non Markovian Queues Cont,, |
Link |
Stochastic Processes |
Lecture 37 - Application of Markov Regenerative Processes |
Link |
Stochastic Processes |
Lecture 38 - Galton-Watson Process |
Link |
Stochastic Processes |
Lecture 39 - Markovian Branching Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 1 - Introduction and motivation for studying stochastic processes |
Link |
NOC:Stochastic Processes - 1 |
Lecture 2 - Probability space and conditional probability |
Link |
NOC:Stochastic Processes - 1 |
Lecture 3 - Random variable and cumulative distributive function |
Link |
NOC:Stochastic Processes - 1 |
Lecture 4 - Discrete Uniform Distribution, Binomial Distribution, Geometric Distribution, Continuous Uniform Distribution, Exponential Distribution, Normal Distribution and Poisson Distribution |
Link |
NOC:Stochastic Processes - 1 |
Lecture 5 - Joint Distribution of Random Variables |
Link |
NOC:Stochastic Processes - 1 |
Lecture 6 - Independent Random Variables, Covariance and Correlation Coefficient and Conditional Distribution |
Link |
NOC:Stochastic Processes - 1 |
Lecture 7 - Conditional Expectation and Covariance Matrix |
Link |
NOC:Stochastic Processes - 1 |
Lecture 8 - Generating Functions, Law of Large Numbers and Central Limit Theorem |
Link |
NOC:Stochastic Processes - 1 |
Lecture 9 - Problems in Random variables and Distributions |
Link |
NOC:Stochastic Processes - 1 |
Lecture 10 - Problems in Random variables and Distributions (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 11 - Problems in Random variables and Distributions (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 12 - Problems in Random variables and Distributions (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 13 - Problems in Sequences of Random Variables |
Link |
NOC:Stochastic Processes - 1 |
Lecture 14 - Problems in Sequences of Random Variables (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 15 - Problems in Sequences of Random Variables (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 16 - Problems in Sequences of Random Variables (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 17 - Definition of Stochastic Processes, Parameter and State Spaces |
Link |
NOC:Stochastic Processes - 1 |
Lecture 18 - Classification of Stochastic Processes |
Link |
NOC:Stochastic Processes - 1 |
Lecture 19 - Examples of Classification of Stochastic Processes |
Link |
NOC:Stochastic Processes - 1 |
Lecture 20 - Examples of Classification of Stochastic Processes (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 21 - Bernoulli Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 22 - Poisson Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 23 - Poisson Process (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 24 - Simple Random Walk and Population Processes |
Link |
NOC:Stochastic Processes - 1 |
Lecture 25 - Introduction to Discrete time Markov Chain |
Link |
NOC:Stochastic Processes - 1 |
Lecture 26 - Introduction to Discrete time Markov Chain (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 27 - Examples of Discrete time Markov Chain |
Link |
NOC:Stochastic Processes - 1 |
Lecture 28 - Examples of Discrete time Markov Chain (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 29 - Introduction to Chapman-Kolmogorov equations |
Link |
NOC:Stochastic Processes - 1 |
Lecture 30 - State Transition Diagram and Examples |
Link |
NOC:Stochastic Processes - 1 |
Lecture 31 - Examples |
Link |
NOC:Stochastic Processes - 1 |
Lecture 32 - Introduction to Classification of States and Periodicity |
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NOC:Stochastic Processes - 1 |
Lecture 33 - Closed set of States and Irreducible Markov Chain |
Link |
NOC:Stochastic Processes - 1 |
Lecture 34 - First Passage time and Mean Recurrence Time |
Link |
NOC:Stochastic Processes - 1 |
Lecture 35 - Recurrent State and Transient State |
Link |
NOC:Stochastic Processes - 1 |
Lecture 36 - Introduction and example of Classification of states |
Link |
NOC:Stochastic Processes - 1 |
Lecture 37 - Example of Classification of states (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 38 - Example of Classification of states (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 39 - Example of Classification of states (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 40 - Introduction and Limiting Distribution |
Link |
NOC:Stochastic Processes - 1 |
Lecture 41 - Example of Limiting Distribution and Ergodicity |
Link |
NOC:Stochastic Processes - 1 |
Lecture 42 - Stationary Distribution and Examples |
Link |
NOC:Stochastic Processes - 1 |
Lecture 43 - Examples of Stationary Distributions |
Link |
NOC:Stochastic Processes - 1 |
Lecture 44 - Time Reversible Markov Chain and Examples |
Link |
NOC:Stochastic Processes - 1 |
Lecture 45 - Definition of Reducible Markov Chains and Types of Reducible Markov Chains |
Link |
NOC:Stochastic Processes - 1 |
Lecture 46 - Stationary Distributions and Types of Reducible Markov chains |
Link |
NOC:Stochastic Processes - 1 |
Lecture 47 - Type of Reducible Markov Chains (Continued...) |
Link |
NOC:Stochastic Processes - 1 |
Lecture 48 - Gambler's Ruin Problem |
Link |
NOC:Stochastic Processes - 1 |
Lecture 49 - Introduction to Continuous time Markov Chain |
Link |
NOC:Stochastic Processes - 1 |
Lecture 50 - Waiting time Distribution |
Link |
NOC:Stochastic Processes - 1 |
Lecture 51 - Chapman-Kolmogorov Equation |
Link |
NOC:Stochastic Processes - 1 |
Lecture 52 - Infinitesimal Generator Matrix |
Link |
NOC:Stochastic Processes - 1 |
Lecture 53 - Introduction and Example Of Continuous time Markov Chain |
Link |
NOC:Stochastic Processes - 1 |
Lecture 54 - Limiting and Stationary Distributions |
Link |
NOC:Stochastic Processes - 1 |
Lecture 55 - Time reversible CTMC and Birth Death Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 56 - Steady State Distributions, Pure Birth Process and Pure Death Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 57 - Introduction to Poisson Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 58 - Definition of Poisson Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 59 - Superposition and Deposition of Poisson Process |
Link |
NOC:Stochastic Processes - 1 |
Lecture 60 - Compound Poisson Process and Examples |
Link |
NOC:Stochastic Processes - 1 |
Lecture 61 - Introduction to Queueing Systems and Kendall Notations |
Link |
NOC:Stochastic Processes - 1 |
Lecture 62 - M/M/1 Queueing Model |
Link |
NOC:Stochastic Processes - 1 |
Lecture 63 - Little's Law, Distribution of Waiting Time and Response Time |
Link |
NOC:Stochastic Processes - 1 |
Lecture 64 - Burke's Theorem and Simulation of M/M/1 queueing Model |
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NOC:Stochastic Processes - 1 |
Lecture 65 - M/M/c Queueing Model |
Link |
NOC:Stochastic Processes - 1 |
Lecture 66 - M/M/1/N Queueing Model |
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NOC:Stochastic Processes - 1 |
Lecture 67 - M/M/c/K Model, M/M/c/c Loss System, M/M/? Self Service System |
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NOC:Stochastic Processes - 1 |
Lecture 68 - Transient Solution of Finite Birth Death Process and Finite Source Markovian Queueing Model |
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NOC:Stochastic Processes - 1 |
Lecture 69 - Queueing Networks Characteristics and Types of Queueing Networks |
Link |
NOC:Stochastic Processes - 1 |
Lecture 70 - Tandem Queueing Networks |
Link |
NOC:Stochastic Processes - 1 |
Lecture 71 - Stationary Distribution and Open Queueing Network |
Link |
NOC:Stochastic Processes - 1 |
Lecture 72 - Jackson's Theorem, Closed Queueing Networks, Gordon and Newell Results |
Link |
NOC:Stochastic Processes - 1 |
Lecture 73 - Wireless Handoff Performance Model and System Description |
Link |
NOC:Stochastic Processes - 1 |
Lecture 74 - Description of 3G Cellular Networks and Queueing Model |
Link |
NOC:Stochastic Processes - 1 |
Lecture 75 - Simulation of Queueing Systems |
Link |
NOC:Stochastic Processes - 1 |
Lecture 76 - Definition and Basic Components of Petri Net and Reachability Analysis |
Link |
NOC:Stochastic Processes - 1 |
Lecture 77 - Arc Extensions in Petri Net, Stochastic Petri Nets and examples |
Link |
NOC:Stochastic Processes |
Lecture 1 - Introduction and motivation for studying stochastic processes |
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NOC:Stochastic Processes |
Lecture 2 - Probability space and conditional probability |
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NOC:Stochastic Processes |
Lecture 3 - Random variable and cumulative distributive function |
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NOC:Stochastic Processes |
Lecture 4 - Discrete Uniform Distribution, Binomial Distribution, Geometric Distribution, Continuous Uniform Distribution, Exponential Distribution, Normal Distribution and Poisson Distribution |
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NOC:Stochastic Processes |
Lecture 5 - Joint Distribution of Random Variables |
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NOC:Stochastic Processes |
Lecture 6 - Independent Random Variables, Covariance and Correlation Coefficient and Conditional Distribution |
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NOC:Stochastic Processes |
Lecture 7 - Conditional Expectation and Covariance Matrix |
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NOC:Stochastic Processes |
Lecture 8 - Generating Functions, Law of Large Numbers and Central Limit Theorem |
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NOC:Stochastic Processes |
Lecture 9 - Problems in Random variables and Distributions |
Link |
NOC:Stochastic Processes |
Lecture 10 - Problems in Random variables and Distributions (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 11 - Problems in Random variables and Distributions (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 12 - Problems in Random variables and Distributions (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 13 - Problems in Sequences of Random Variables |
Link |
NOC:Stochastic Processes |
Lecture 14 - Problems in Sequences of Random Variables (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 15 - Problems in Sequences of Random Variables (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 16 - Problems in Sequences of Random Variables (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 17 - Definition of Stochastic Processes, Parameter and State Spaces |
Link |
NOC:Stochastic Processes |
Lecture 18 - Classification of Stochastic Processes |
Link |
NOC:Stochastic Processes |
Lecture 19 - Examples of Discrete Time Markov Chain |
Link |
NOC:Stochastic Processes |
Lecture 20 - Examples of Discrete Time Markov Chain (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 21 - Bernoulli Process |
Link |
NOC:Stochastic Processes |
Lecture 22 - Poisson Process |
Link |
NOC:Stochastic Processes |
Lecture 23 - Poisson Process (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 24 - Simple Random Walk and Population Processes |
Link |
NOC:Stochastic Processes |
Lecture 25 - Introduction to Discrete time Markov Chain |
Link |
NOC:Stochastic Processes |
Lecture 26 - Introduction to Discrete time Markov Chain (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 27 - Examples of Discrete time Markov Chain |
Link |
NOC:Stochastic Processes |
Lecture 28 - Examples of Discrete time Markov Chain (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 29 - Introduction to Chapman-Kolmogorov equations |
Link |
NOC:Stochastic Processes |
Lecture 30 - State Transition Diagram and Examples |
Link |
NOC:Stochastic Processes |
Lecture 31 - Examples |
Link |
NOC:Stochastic Processes |
Lecture 32 - Introduction to Classification of States and Periodicity |
Link |
NOC:Stochastic Processes |
Lecture 33 - Closed set of States and Irreducible Markov Chain |
Link |
NOC:Stochastic Processes |
Lecture 34 - First Passage time and Mean Recurrence Time |
Link |
NOC:Stochastic Processes |
Lecture 35 - Recurrent State and Transient State |
Link |
NOC:Stochastic Processes |
Lecture 36 - Introduction and example of Classification of states |
Link |
NOC:Stochastic Processes |
Lecture 37 - Example of Classification of states (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 38 - Example of Classification of states (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 39 - Example of Classification of states (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 40 - Introduction and Limiting Distribution |
Link |
NOC:Stochastic Processes |
Lecture 41 - Example of Limiting Distribution and Ergodicity |
Link |
NOC:Stochastic Processes |
Lecture 42 - Stationary Distribution and Examples |
Link |
NOC:Stochastic Processes |
Lecture 43 - Examples of Stationary Distributions |
Link |
NOC:Stochastic Processes |
Lecture 44 - Time Reversible Markov Chain and Examples |
Link |
NOC:Stochastic Processes |
Lecture 45 - Definition of Reducible Markov Chains and Types of Reducible Markov Chains |
Link |
NOC:Stochastic Processes |
Lecture 46 - Stationary Distributions and Types of Reducible Markov chains |
Link |
NOC:Stochastic Processes |
Lecture 47 - Type of Reducible Markov Chains (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 48 - Gambler's Ruin Problem |
Link |
NOC:Stochastic Processes |
Lecture 49 - Introduction to Continuous time Markov Chain |
Link |
NOC:Stochastic Processes |
Lecture 50 - Waiting time Distribution |
Link |
NOC:Stochastic Processes |
Lecture 51 - Chapman-Kolmogorov Equation |
Link |
NOC:Stochastic Processes |
Lecture 52 - Infinitesimal Generator Matrix |
Link |
NOC:Stochastic Processes |
Lecture 53 - Introduction and Example Of Continuous time Markov Chain |
Link |
NOC:Stochastic Processes |
Lecture 54 - Limiting and Stationary Distributions |
Link |
NOC:Stochastic Processes |
Lecture 55 - Time reversible CTMC and Birth Death Process |
Link |
NOC:Stochastic Processes |
Lecture 56 - Steady State Distributions, Pure Birth Process and Pure Death Process |
Link |
NOC:Stochastic Processes |
Lecture 57 - Introduction to Poisson Process |
Link |
NOC:Stochastic Processes |
Lecture 58 - Definition of Poisson Process |
Link |
NOC:Stochastic Processes |
Lecture 59 - Superposition and Deposition of Poisson Process |
Link |
NOC:Stochastic Processes |
Lecture 60 - Compound Poisson Process and Examples |
Link |
NOC:Stochastic Processes |
Lecture 61 - Introduction to Queueing Systems and Kendall Notations |
Link |
NOC:Stochastic Processes |
Lecture 62 - M/M/1 Queueing Model |
Link |
NOC:Stochastic Processes |
Lecture 63 - Little's Law, Distribution of Waiting Time and Response Time |
Link |
NOC:Stochastic Processes |
Lecture 64 - Burke's Theorem and Simulation of M/M/1 queueing Model |
Link |
NOC:Stochastic Processes |
Lecture 65 - M/M/c Queueing Model |
Link |
NOC:Stochastic Processes |
Lecture 66 - M/M/1/N Queueing Model |
Link |
NOC:Stochastic Processes |
Lecture 67 - M/M/c/K Model, M/M/c/c Loss System, M/M/? Self Service System |
Link |
NOC:Stochastic Processes |
Lecture 68 - Transient Solution of Finite Birth Death Process and Finite Source Markovian Queueing Model |
Link |
NOC:Stochastic Processes |
Lecture 69 - Queueing Networks Characteristics and Types of Queueing Networks |
Link |
NOC:Stochastic Processes |
Lecture 70 - Tandem Queueing Networks |
Link |
NOC:Stochastic Processes |
Lecture 71 - Stationary Distribution and Open Queueing Network |
Link |
NOC:Stochastic Processes |
Lecture 72 - Jackson's Theorem, Closed Queueing Networks, Gordon and Newell Results |
Link |
NOC:Stochastic Processes |
Lecture 73 - Wireless Handoff Performance Model and System Description |
Link |
NOC:Stochastic Processes |
Lecture 74 - Description of 3G Cellular Networks and Queueing Model |
Link |
NOC:Stochastic Processes |
Lecture 75 - Simulation of Queueing Systems |
Link |
NOC:Stochastic Processes |
Lecture 76 - Definition and Basic Components of Petri Net and Reachability Analysis |
Link |
NOC:Stochastic Processes |
Lecture 77 - Arc Extensions in Petri Net, Stochastic Petri Nets and examples |
Link |
NOC:Stochastic Processes |
Lecture 78 - Generalized Stochastic Petri Net |
Link |
NOC:Stochastic Processes |
Lecture 79 - Generalized Stochastic Petri Net (Continued...) |
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NOC:Stochastic Processes |
Lecture 80 - Conditional Expectation and Examples |
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NOC:Stochastic Processes |
Lecture 81 - Filtration in Discrete time |
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NOC:Stochastic Processes |
Lecture 82 - Remarks of Conditional Expectation and Adaptabilty |
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NOC:Stochastic Processes |
Lecture 83 - Definition and Examples of Martingale |
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NOC:Stochastic Processes |
Lecture 84 - Examples of Martingale (Continued...) |
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NOC:Stochastic Processes |
Lecture 85 - Examples of Martingale (Continued...) |
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NOC:Stochastic Processes |
Lecture 86 - Doob's Martingale Process, Sub martingale and Super Martingale |
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NOC:Stochastic Processes |
Lecture 87 - Definition of Brownian Motion |
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NOC:Stochastic Processes |
Lecture 88 - Definition of Brownian Motion (Continued...) |
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NOC:Stochastic Processes |
Lecture 89 - Properties of Brownian Motion |
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NOC:Stochastic Processes |
Lecture 90 - Processes Derived from Brownian Motion |
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NOC:Stochastic Processes |
Lecture 91 - Processes Derived from Brownian Motion (Continued...) |
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NOC:Stochastic Processes |
Lecture 92 - Processes Derived from Brownian Motion (Continued...) |
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NOC:Stochastic Processes |
Lecture 93 - Stochastic Differential Equations |
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NOC:Stochastic Processes |
Lecture 94 - Stochastic Differential Equations (Continued...) |
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NOC:Stochastic Processes |
Lecture 95 - Stochastic Differential Equations (Continued...) |
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NOC:Stochastic Processes |
Lecture 96 - Ito Integrals |
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NOC:Stochastic Processes |
Lecture 97 - Ito Integrals (Continued...) |
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NOC:Stochastic Processes |
Lecture 98 - Ito Integrals (Continued...) |
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NOC:Stochastic Processes |
Lecture 99 - Renewal Function and Renewal Equation |
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NOC:Stochastic Processes |
Lecture 100 - Renewal Function and Renewal Equation (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 101 - Renewal Function and Renewal Equation (Continued...) |
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NOC:Stochastic Processes |
Lecture 102 - Generalized Renewal Processes and Renewal Limit Theorems |
Link |
NOC:Stochastic Processes |
Lecture 103 - Generalized Renewal Processes and Renewal Limit Theorems (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 104 - Generalized Renewal Processes and Renewal Limit Theorems (Continued...) |
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NOC:Stochastic Processes |
Lecture 105 - Markov Renewal and Markov Regenerative Processes |
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NOC:Stochastic Processes |
Lecture 106 - Markov Renewal and Markov Regenerative Processes (Continued...) |
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NOC:Stochastic Processes |
Lecture 107 - Markov Renewal and Markov Regenerative Processes (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 108 - Markov Renewal and Markov Regenerative Processes (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 109 - Non Markovian Queues |
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NOC:Stochastic Processes |
Lecture 110 - Non Markovian Queues (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 111 - Non Markovian Queues (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 112 - Stationary Processes |
Link |
NOC:Stochastic Processes |
Lecture 113 - Stationary Processes (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 114 - Stationary Processes (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 115 - Stationary Processes (Continued...) and Ergodicity |
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NOC:Stochastic Processes |
Lecture 116 - G1/M/1 queue |
Link |
NOC:Stochastic Processes |
Lecture 117 - G1/M/1 queue (Continued...) |
Link |
NOC:Stochastic Processes |
Lecture 118 - G1/M/1/N queue and examples |
Link |
NOC:Stochastic Processes |
Lecture 119 - Galton-Watson Process |
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NOC:Stochastic Processes |
Lecture 120 - Examples and Theorems |
Link |
NOC:Stochastic Processes |
Lecture 121 - Theorems and Examples (Continued...) |
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NOC:Stochastic Processes |
Lecture 122 - Markov Branching Process |
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NOC:Stochastic Processes |
Lecture 123 - Markov Branching Process Theorems and Properties |
Link |
NOC:Stochastic Processes |
Lecture 124 - Markov Branching Process Theorems and Properties (Continued...) |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 1 - The beginning |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 2 - Elementary Concepts |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 3 - Elementary Concepts (Continued...) |
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NOC:Chaotic Dynamical Systems |
Lecture 4 - More on orbits |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 5 - Peiods of Periodic Points |
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NOC:Chaotic Dynamical Systems |
Lecture 6 - Scrambled Sets |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 7 - Sensitive Dependence on Initial Conditions |
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NOC:Chaotic Dynamical Systems |
Lecture 8 - A Population Dynamics Model |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 9 - Bifurcations |
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NOC:Chaotic Dynamical Systems |
Lecture 10 - Nonlinear Systems |
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NOC:Chaotic Dynamical Systems |
Lecture 11 - Horseshoe Attractor |
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NOC:Chaotic Dynamical Systems |
Lecture 12 - Dynamics of the Horseshoe Attractor |
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NOC:Chaotic Dynamical Systems |
Lecture 13 - Recurrence |
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NOC:Chaotic Dynamical Systems |
Lecture 14 - Recurrence (Continued...) |
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NOC:Chaotic Dynamical Systems |
Lecture 15 - Transitivity |
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NOC:Chaotic Dynamical Systems |
Lecture 16 - Devaney’s Chaos |
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NOC:Chaotic Dynamical Systems |
Lecture 17 - Transitivity = Chaos on Intervals |
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NOC:Chaotic Dynamical Systems |
Lecture 18 - Stronger forms of Transitivity |
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NOC:Chaotic Dynamical Systems |
Lecture 19 - Chaotic Properties of Mixing Systems |
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NOC:Chaotic Dynamical Systems |
Lecture 20 - Weakly Mixing and Chaos |
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NOC:Chaotic Dynamical Systems |
Lecture 21 - Strongly Transitive Systems |
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NOC:Chaotic Dynamical Systems |
Lecture 22 - Strongly Transitive Systems (Continued...) |
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NOC:Chaotic Dynamical Systems |
Lecture 23 - Introduction to Symbolic Dynamics |
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NOC:Chaotic Dynamical Systems |
Lecture 24 - Shift Spaces |
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NOC:Chaotic Dynamical Systems |
Lecture 25 - Subshifts of Finite Type |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 26 - Subshifts of Finite Type (Continued...), Chatoic Dynamical Systems |
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NOC:Chaotic Dynamical Systems |
Lecture 27 - Measuring Chaos - Topological Entropy |
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NOC:Chaotic Dynamical Systems |
Lecture 28 - Topological Entropy - Adler’s Version |
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NOC:Chaotic Dynamical Systems |
Lecture 29 - Bowen’s Definition of Topological Entropy |
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NOC:Chaotic Dynamical Systems |
Lecture 30 - Equivalance of the two definitions of Topological Entropy |
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NOC:Chaotic Dynamical Systems |
Lecture 31 - Linear Systems in Two Dimentions |
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NOC:Chaotic Dynamical Systems |
Lecture 32 - Asymptotic Properties of Orbits of Linear Transformation in IR2 |
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NOC:Chaotic Dynamical Systems |
Lecture 33 - Hyperbolic Toral Automorphisms |
Link |
NOC:Chaotic Dynamical Systems |
Lecture 34 - Chaos in Toral Automorphisms |
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NOC:Chaotic Dynamical Systems |
Lecture 35 - Chaotic Attractors of Henon Maps |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 1 - Random experiment, sample space, axioms of probability, probability space |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 2 - Random experiment, sample space, axioms of probability, probability space (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 3 - Random experiment, sample space, axioms of probability, probability space (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 4 - Conditional probability, independence of events. |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 5 - Multiplication rule, total probability rule, Bayes's theorem. |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 6 - Definition of Random Variable, Cumulative Distribution Function |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 7 - Definition of Random Variable, Cumulative Distribution Function (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 8 - Definition of Random Variable, Cumulative Distribution Function (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 9 - Type of Random Variables, Probability Mass Function, Probability Density Function |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 10 - Type of Random Variables, Probability Mass Function, Probability Density Function (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 11 - Distribution of Function of Random Variables |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 12 - Mean and Variance |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 13 - Mean and Variance (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 14 - Higher Order Moments and Moments Inequalities |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 15 - Higher Order Moments and Moments Inequalities (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 16 - Generating Functions |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 17 - Generating Functions (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 18 - Common Discrete Distributions |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 19 - Common Discrete Distributions (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 20 - Common Continuous Distributions |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 21 - Common Continuous Distributions (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 22 - Applications of Random Variable |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 23 - Applications of Random Variable (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 24 - Random vector and joint distribution |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 25 - Joint probability mass function |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 26 - Joint probability density function |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 27 - Independent random variables |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 28 - Independent random variables (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 29 - Functions of several random variables |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 30 - Functions of several random variables (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 31 - Some important results |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 32 - Order statistics |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 33 - Conditional distributions |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 34 - Random sum |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 35 - Moments and Covariance |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 36 - Variance Covariance matrix |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 37 - Multivariate Normal distribution |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 38 - Probability generating function and Moment generating function |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 39 - Correlation coefficient |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 40 - Conditional Expectation |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 41 - Conditional Expectation (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 42 - Modes of Convergence |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 43 - Mode of Convergence (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 44 - Law of Large Numbers |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 45 - Central Limit Theorem |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 46 - Central Limit Theorem (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 47 - Motivation for Stochastic Processes |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 48 - Definition of a Stochastic Process |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 49 - Classification of Stochastic Processes |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 50 - Examples of Stochastic Process |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 51 - Examples Of Stochastic Process (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 52 - Bernoulli Process |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 53 - Poisson Process |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 54 - Poisson Process (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 55 - Simple Random Walk |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 56 - Time Series and Related Definitions |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 57 - Strict Sense Stationary Process |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 58 - Wide Sense Stationary Process and Examples |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 59 - Examples of Stationary Processes (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 60 - Discrete Time Markov Chain (DTMC) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 61 - DTMC (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 62 - Examples of DTMC |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 63 - Examples of DTMC (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 64 - Chapman-Kolmogorov equations and N-step transition matrix |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 65 - Examples based on N-step transition matrix |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 66 - Examples (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 67 - Classification of states |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 68 - Classification of states (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 69 - Calculation of N-Step - 9 |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 70 - Calculation of N-Step - 10 |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 71 - Limiting and Stationary distributions |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 72 - Limiting and Stationary distributions (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 73 - Continuous time Markov chain (CTMC) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 74 - CTMC (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 75 - State transition diagram and Chapman-Kolmogorov equation |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 76 - Infinitesimal generator and Kolmogorov differential equations |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 77 - Limiting distribution |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 78 - Limiting and Stationary distributions - 1 |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 79 - Birth death process |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 80 - Birth death process (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 81 - Poisson process - 1 |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 82 - Poisson process (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 83 - Poisson process (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 84 - Non-homogeneous and compound Poisson process |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 85 - Introduction to Queueing Models and Kendall Notation |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 86 - M/M/1 Queueing Model |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 87 - M/M/1 Queueing Model (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 88 - M/M/1 Queueing Model and Burke's Theorem |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 89 - M/M/c Queueing Model |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 90 - M/M/c (Continued...) and M/M/1/N Model |
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NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 91 - Other Markovian Queueing Models |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes |
Lecture 92 - Transient Solution of Finite Capacity Markovian Queues |
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NOC:Statistical Inference |
Lecture 1 - Statistical Inference - 1 |
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NOC:Statistical Inference |
Lecture 2 - Statistical Inference - 2 |
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NOC:Statistical Inference |
Lecture 3 - Statistical Inference - 3 |
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NOC:Statistical Inference |
Lecture 4 - Statistical Inference - 4 |
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NOC:Statistical Inference |
Lecture 5 - Statistical Inference - 5 |
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NOC:Statistical Inference |
Lecture 6 - Statistical Inference - 6 |
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NOC:Statistical Inference |
Lecture 7 - Statistical Inference - 7 |
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NOC:Statistical Inference |
Lecture 8 - Statistical Inference - 8 |
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NOC:Statistical Inference |
Lecture 9 - Statistical Inference - 9 |
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NOC:Statistical Inference |
Lecture 10 - Statistical Inference - 10 |
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NOC:Statistical Inference |
Lecture 11 - Statistical Inference - 11 |
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NOC:Statistical Inference |
Lecture 12 - Statistical Inference - 12 |
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NOC:Statistical Inference |
Lecture 13 - Statistical Inference - 13 |
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NOC:Statistical Inference |
Lecture 14 - Statistical Inference - 14 |
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NOC:Statistical Inference |
Lecture 15 - Statistical Inference - 15 |
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NOC:Statistical Inference |
Lecture 16 - Stasistical Inference - 16 |
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NOC:Statistical Inference |
Lecture 17 - Stasistical Inference - 17 |
Link |
NOC:Statistical Inference |
Lecture 18 - Statistical Inference - 18 |
Link |
NOC:Statistical Inference |
Lecture 19 - Stasistical Inference - 19 |
Link |
NOC:Statistical Inference |
Lecture 20 - Stasistical Inference - 20 |
Link |
NOC:Statistical Inference |
Lecture 21 - Stasistical Inference - 21 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 1 - Introduction to Fourier Transforms - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 2 - Introduction to Fourier Transforms - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 3 - Introduction to Fourier Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 4 - Properties of Fourier transforms, Shannon Sampling Theorem, Gibb's Phenomena - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 5 - Properties of Fourier transforms, Shannon Sampling Theorem, Gibb's Phenomena - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 6 - Properties of Fourier transforms, Shannon Sampling Theorem, Gibb's Phenomena - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 7 - Applications of Fourier Transforms - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 8 - Applications of Fourier Transforms - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 9 - Applications of Fourier Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 10 - Introduction to Laplace Transforms - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 11 - Introduction to Laplace Transforms - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 12 - Introduction to Laplace Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 13 - Inverse Laplace Transform, Initial and Final Value Theorems - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 14 - Inverse Laplace Transform, Initial and Final Value Theorems - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 15 - Inverse Laplace Transform, Initial and Final Value Theorems - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 16 - Applications of Laplace Transforms - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 17 - Applications of Laplace Transforms - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 18 - Applications of Laplace Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 19 - Applications of Laplace Transforms (Continued) - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 20 - Applications of Laplace Transforms (Continued) - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 21 - Applications of Laplace Transforms (Continued) - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 22 - Applications of Fourier-Laplace Transforms - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 23 - Applications of Fourier-Laplace Transforms - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 24 - Applications of Fourier-Laplace Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 25 - Introduction to Hankel Transforms - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 26 - Introduction to Hankel Transforms - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 27 - Introduction to Hankel Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 28 - Introduction to Mellin Transforms - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 29 - Introduction to Mellin Transforms - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 30 - Introduction to Mellin Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 31 - Introduction to Hilbert Transforms - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 32 - Introduction to Hilbert Transforms - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 33 - Introduction to Hilbert Transforms - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 34 - Applications of Hilbert Transfroms, Introduction to Stieltjes Transform - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 35 - Applications of Hilbert Transfroms, Introduction to Stieltjes Transform - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 36 - Applications of Hilbert Transfroms, Introduction to Stieltjes Transform - Part 3 |
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NOC:Integral Transforms and their Applications |
Lecture 37 - Applications of Stieltjes Transform, Generalized Stieltjes Transform - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 38 - Applications of Stieltjes Transform, Generalized Stieltjes Transform - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 39 - Applications of Stieltjes Transform, Generalized Stieltjes Transform - Part 3 |
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NOC:Integral Transforms and their Applications |
Lecture 40 - Introduction to Legendre Transform - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 41 - Introduction to Legendre Transform - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 42 - Introduction to Legendre Transform - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 43 - Introduction to Z-transform - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 44 - Introduction to Z-transform - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 45 - Introduction to Z-transform - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 46 - Inverse Z-transfrom, Applciations of Z-Transform - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 47 - Inverse Z-transfrom, Applciations of Z-Transform - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 48 - Inverse Z-transfrom, Applciations of Z-Transform - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 49 - Introduction to Radon Transform - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 50 - Introduction to Radon Transform - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 51 - Introduction to Radon Transform - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 52 - Inverse Radon Transform, Applications to Radon Transform - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 53 - Inverse Radon Transform, Applications to Radon Transform - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 54 - Inverse Radon Transform, Applications to Radon Transform - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 55 - Introduction to Fractional Calculus - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 56 - Introduction to Fractional Calculus - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 57 - Introduction to Fractional Calculus - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 58 - Fractional ODEs, Abel's Integral Equations - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 59 - Fractional ODEs, Abel's Integral Equations - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 60 - Fractional ODEs, Abel's Integral Equations - Part 3 |
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NOC:Integral Transforms and their Applications |
Lecture 61 - Fractional PDEs - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 62 - Fractional PDEs - Part 2 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 63 - Fractional PDEs - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 64 - Fractional ODEs and PDEs (Continued) - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 65 - Fractional ODEs and PDEs (Continued) - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 66 - Fractional ODEs and PDEs (Continued) - Part 3 |
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NOC:Integral Transforms and their Applications |
Lecture 67 - Introduction to Wavelet Transform - Part 1 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 68 - Introduction to Wavelet Transform - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 69 - Introduction to Wavelet Transform - Part 3 |
Link |
NOC:Integral Transforms and their Applications |
Lecture 70 - Discrete Haar, Shanon and Debauchies Wavelet - Part 1 |
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NOC:Integral Transforms and their Applications |
Lecture 71 - Discrete Haar, Shanon and Debauchies Wavelet - Part 2 |
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NOC:Integral Transforms and their Applications |
Lecture 72 - Discrete Haar, Shanon and Debauchies Wavelet - Part 3 |
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NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 1 - Fuzzy Sets Arithmetic and Logic - 1 |
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NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 2 - Fuzzy Sets Arithmetic and Logic - 2 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 3 - Fuzzy Sets Arithmetic and Logic - 3 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 4 - Fuzzy Sets Arithmetic and Logic - 4 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 5 - Fuzzy Sets Arithmetic and Logic - 5 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 6 - Fuzzy Sets Arithmetic and Logic - 6 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 7 - Fuzzy Sets Arithmetic and Logic - 7 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 8 - Fuzzy Sets Arithmetic and Logic - 8 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 9 - Fuzzy Sets Arithmetic and Logic - 9 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 10 - Fuzzy Sets Arithmetic and Logic - 10 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 11 - Fuzzy Sets Arithmetic and Logic - 11 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 12 - Fuzzy Sets Arithmetic and Logic - 12 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 13 - Fuzzy Sets Arithmetic and Logic - 13 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 14 - Fuzzy Sets Arithmetic and Logic - 14 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 15 - Fuzzy Sets Arithmetic and Logic - 15 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 16 - Fuzzy Sets Arithmetic and Logic - 16 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 17 - Fuzzy Sets Arithmetic and Logic - 17 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 18 - Fuzzy Sets Arithmetic and Logic - 18 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 19 - Fuzzy Sets Arithmetic and Logic - 19 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 20 - Fuzzy Sets Arithmetic and Logic - 20 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 21 - Fuzzy Sets Arithmetic and Logic - 21 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 22 - Fuzzy Sets Arithmetic and Logic - 22 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 23 - Fuzzy Sets Arithmetic and Logic - 23 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 24 - Fuzzy Sets Arithmetic and Logic - 24 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 25 - Fuzzy Sets Arithmetic and Logic - 25 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 26 - Fuzzy Sets Arithmetic and Logic - 26 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 27 - Fuzzy Sets Arithmetic and Logic - 27 |
Link |
NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 28 - Fuzzy Sets Arithmetic and Logic - 28 |
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NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 29 - Fuzzy Sets Arithmetic and Logic - 29 |
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NOC:Introduction to Fuzzy Set Theory, Arithmetic and Logic |
Lecture 30 - Fuzzy Sets Arithmetic and Logic - 30 |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 1 - Introduction to First Order Differential Equations |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 2 - Introduction to First Order Differential Equations (Continued...) |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 3 - Introduction to Second Order Linear Differential Equations |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 4 - Second Order Linear Differential Equations With Constant Coefficients |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 5 - Second Order Linear Differential Equations With Constant Coefficients (Continued...) |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 6 - Second Order Linear Differential Equations With Variable Coefficients |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 7 - Factorization of Second order Differential Operator and Euler Cauchy Equation |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 8 - Power Series Solution of General Differential Equation |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 9 - Green's function |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 10 - Method of Green's Function for Solving Initial Value and Boundary Value Problems |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 11 - Adjoint Linear Differential Operator |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 12 - Adjoint Linear Differential Operator (Continued...) |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 13 - Sturm-Liouvile Problems |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 14 - Laplace transformation |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 15 - Laplace transformation (Continued...) |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 16 - Laplace Transform Method for Solving Ordinary Differential Equations |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 17 - Laplace Transform Applied to Differential Equations and Convolution |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 18 - Fourier Series |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 19 - Fourier Series (Continued...) |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 20 - Gibbs Phenomenon and Parseval's Identity |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 21 - Fourier Integral and Fourier Transform |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 22 - Fourier Integral and Fourier Transform (Continued...) |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 23 - Fourier Transform Method for Solving Ordinary Differential Equations |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 24 - Frames, Riesz Bases and Orthonormal Bases |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 25 - Frames, Riesz Bases and Orthonormal Bases (Continued...) |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 26 - Fourier Series and Fourier Transform |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 27 - Time-Frequency Analysis and Gabor Transform |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 28 - Window Fourier Transform and Multiresolution Analysis |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 29 - Construction of Scaling Functions and Wavelets Using Multiresolution Analysis |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 30 - Daubechies Wavelet |
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NOC:Introduction to Methods of Applied Mathematics |
Lecture 31 - Daubechies Wavelet (Continued...) |
Link |
NOC:Introduction to Methods of Applied Mathematics |
Lecture 32 - Wavelet Transform and Shannon Wavelet |
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NOC:Advanced Probability Theory |
Lecture 1 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 2 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 3 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 4 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 5 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 6 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 7 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 8 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 9 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 10 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 11 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 12 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 13 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 14 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 15 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 16 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 17 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 18 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 19 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 20 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 21 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 22 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 23 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 24 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 25 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 26 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 27 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 28 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 29 - Advanced Probability Theory |
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NOC:Advanced Probability Theory |
Lecture 30 - Advanced Probability Theory |
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NOC:Scientific Computing using Matlab |
Lecture 1 - Introduction to Matlab |
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NOC:Scientific Computing using Matlab |
Lecture 2 - Plotting of Functions in Matlab |
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NOC:Scientific Computing using Matlab |
Lecture 3 - Symbolic Computation in Matlab |
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NOC:Scientific Computing using Matlab |
Lecture 4 - Functions definition in Matlab |
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NOC:Scientific Computing using Matlab |
Lecture 5 - In continuation of basics of Matlab |
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NOC:Scientific Computing using Matlab |
Lecture 6 - In continuation of basics of Matlab (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 7 - Floating point representation of a number |
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NOC:Scientific Computing using Matlab |
Lecture 8 - Errors arithmetic |
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NOC:Scientific Computing using Matlab |
Lecture 9 - Iterative method for solving nonlinear equations |
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NOC:Scientific Computing using Matlab |
Lecture 10 - Bisection method for solving nonlinear equations |
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NOC:Scientific Computing using Matlab |
Lecture 11 - Order of Convergence of an Iterative Method |
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NOC:Scientific Computing using Matlab |
Lecture 12 - Regula-Falsi and Secant Method for Solving Nonlinear Equations |
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NOC:Scientific Computing using Matlab |
Lecture 13 - Raphson method for solving nonlinear equations |
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NOC:Scientific Computing using Matlab |
Lecture 14 - Newton-Raphson Method for Solving Nonlinear System of Equations |
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NOC:Scientific Computing using Matlab |
Lecture 15 - Matlab Code for Fixed Point Iteration Method |
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NOC:Scientific Computing using Matlab |
Lecture 16 - Matlab Code for Newton-Raphson and Regula-Falsi Method |
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NOC:Scientific Computing using Matlab |
Lecture 17 - Matlab Code for Newton Method for Solving System of Equations |
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NOC:Scientific Computing using Matlab |
Lecture 18 - Linear System of Equations |
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NOC:Scientific Computing using Matlab |
Lecture 19 - Linear System of Equations (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 20 - Gauss Elimination Method for solving Linear System of Equation |
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NOC:Scientific Computing using Matlab |
Lecture 21 - Matlab Code for Gauss Elimination Method |
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NOC:Scientific Computing using Matlab |
Lecture 22 - LU Decomposition Method for Solving Linear System of Equations |
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NOC:Scientific Computing using Matlab |
Lecture 23 - LU Decomposition Method for Solving Linear System of Equations (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 24 - Iterative Method for Solving Linear System of Equations |
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NOC:Scientific Computing using Matlab |
Lecture 25 - Iterative Method for Solving Linear System of Equations (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 26 - Matlab Code for Gauss Jacobi Method |
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NOC:Scientific Computing using Matlab |
Lecture 27 - Matlab Code for Gauss Seidel Method |
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NOC:Scientific Computing using Matlab |
Lecture 28 - Matlab Code for Gauss Seidel Method |
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NOC:Scientific Computing using Matlab |
Lecture 29 - Power Method for Solving Eigenvalues of a Matrix |
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NOC:Scientific Computing using Matlab |
Lecture 30 - Power Method for Solving Eigenvalues of a Matrix (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 31 - Gershgorin Circle Theorem for Estimating Eigenvalues of a Matrix |
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NOC:Scientific Computing using Matlab |
Lecture 32 - Gershgorin Circle Theorem for Estimating Eigenvalues of a Matrix |
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NOC:Scientific Computing using Matlab |
Lecture 33 - Matlab Code for Power Method/ Shifted Inverse Power Method |
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NOC:Scientific Computing using Matlab |
Lecture 34 - Interpolation |
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NOC:Scientific Computing using Matlab |
Lecture 35 - Interpolation (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 36 - Interpolation (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 37 - Interpolating Polynomial Using Newton's Forward Difference Formula |
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NOC:Scientific Computing using Matlab |
Lecture 38 - Error Estimates in Polynomial Approximation |
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NOC:Scientific Computing using Matlab |
Lecture 39 - Interpolating Polynomial Using Newton's Backward Difference Formula |
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NOC:Scientific Computing using Matlab |
Lecture 40 - Stirling's Formula and Lagrange's Interpolating Polynomial |
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NOC:Scientific Computing using Matlab |
Lecture 41 - In Continuation of Lagrange's Interpolating Formula |
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NOC:Scientific Computing using Matlab |
Lecture 42 - Interpolating Polynomial Using Newton's Divided Difference Formula |
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NOC:Scientific Computing using Matlab |
Lecture 43 - Examples Based on Lagrange's and Newton's Divided Difference Interpolation |
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NOC:Scientific Computing using Matlab |
Lecture 44 - Spline Interpolation |
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NOC:Scientific Computing using Matlab |
Lecture 45 - Cubic Spline |
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NOC:Scientific Computing using Matlab |
Lecture 46 - Cubic Spline (Continued...) |
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NOC:Scientific Computing using Matlab |
Lecture 47 - Curve Fitting |
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NOC:Scientific Computing using Matlab |
Lecture 48 - Quadratic Polynomial Fitting and Code for Lagrange's Interpolating Polynomial using Octave |
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NOC:Scientific Computing using Matlab |
Lecture 49 - Matlab Code for Newton's Divided Difference and Least Square Approximation |
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NOC:Scientific Computing using Matlab |
Lecture 50 - Matlab Code for Cubic Spline |
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NOC:Scientific Computing using Matlab |
Lecture 51 - Numerical Differentiation |
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NOC:Scientific Computing using Matlab |
Lecture 52 - Various Numerical Differentiation Formulas |
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NOC:Scientific Computing using Matlab |
Lecture 53 - Higher Order Accurate Numerical Differentiation Formula For First Order Derivative |
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NOC:Scientific Computing using Matlab |
Lecture 54 - Higher Order Accurate Numerical Differentiation Formula For Second Order Derivative |
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NOC:Scientific Computing using Matlab |
Lecture 55 - Numerical Integration |
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NOC:Scientific Computing using Matlab |
Lecture 56 - Trapezoidal Rule for Numerical Integration |
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NOC:Scientific Computing using Matlab |
Lecture 57 - Simpson's 1/3 rule for Numerical Integration |
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NOC:Scientific Computing using Matlab |
Lecture 58 - Simpson's 3/8 Rule for Numerical Integration |
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NOC:Scientific Computing using Matlab |
Lecture 59 - Method of Undetermined Coefficients |
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NOC:Scientific Computing using Matlab |
Lecture 60 - Octave Code for Trapezoidal and Simpson's Rule |
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NOC:Scientific Computing using Matlab |
Lecture 61 - Taylor Series Method for Ordinary Differential Equations |
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NOC:Scientific Computing using Matlab |
Lecture 62 - Linear Multistep Method (LMM) for Ordinary Differential Equations |
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NOC:Scientific Computing using Matlab |
Lecture 63 - Convergence and Zero Stability for LMM |
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NOC:Scientific Computing using Matlab |
Lecture 64 - Matlab/Octave Code for Initial Value Problems |
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NOC:Scientific Computing using Matlab |
Lecture 65 - Advantage of Implicit and Explicit Methods Over Each other via Matlab/Octave Codes for Initial value Problem |
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NOC:Non-parametric Statistical Inference |
Lecture 1 |
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NOC:Non-parametric Statistical Inference |
Lecture 2 |
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NOC:Non-parametric Statistical Inference |
Lecture 3 |
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NOC:Non-parametric Statistical Inference |
Lecture 4 |
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NOC:Non-parametric Statistical Inference |
Lecture 5 |
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NOC:Non-parametric Statistical Inference |
Lecture 6 |
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NOC:Non-parametric Statistical Inference |
Lecture 7 |
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NOC:Non-parametric Statistical Inference |
Lecture 8 |
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NOC:Non-parametric Statistical Inference |
Lecture 9 |
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NOC:Non-parametric Statistical Inference |
Lecture 10 |
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NOC:Matrix Computation and its applications |
Lecture 1 - Binary Operation and Groups |
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NOC:Matrix Computation and its applications |
Lecture 2 - Vector Spaces |
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NOC:Matrix Computation and its applications |
Lecture 3 - Some Examples of Vector Spaces |
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NOC:Matrix Computation and its applications |
Lecture 4 - Some Examples of Vector Spaces (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 5 - Subspace of a Vector Space |
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NOC:Matrix Computation and its applications |
Lecture 6 - Spanning Set |
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NOC:Matrix Computation and its applications |
Lecture 7 - Properties of Subspaces |
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NOC:Matrix Computation and its applications |
Lecture 8 - Properties of Subspaces (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 9 - Linearly Independent and Dependent Vectors |
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NOC:Matrix Computation and its applications |
Lecture 10 - Linearly Independent and Dependent Vectors (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 11 - Properties of Linearly Independent and Dependent Vectors |
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NOC:Matrix Computation and its applications |
Lecture 12 - Properties of Linearly Independent and Dependent Vectors (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 13 - Basis and Dimension of a Vector Space |
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NOC:Matrix Computation and its applications |
Lecture 14 - Example of Basis and Standard Basis of a Vector Space |
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NOC:Matrix Computation and its applications |
Lecture 15 - Linear Functions |
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NOC:Matrix Computation and its applications |
Lecture 16 - Range Space of a Matrix and Row Reduced Echelon Form |
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NOC:Matrix Computation and its applications |
Lecture 17 - Row Equivalent Matrices |
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NOC:Matrix Computation and its applications |
Lecture 18 - Row Equivalent Matrices (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 19 - Null Space of a Matrix |
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NOC:Matrix Computation and its applications |
Lecture 20 - Four Subspaces Associated with a Given Matrix |
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NOC:Matrix Computation and its applications |
Lecture 21 - Four Subspaces Associated with a Given Matrix (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 22 - Linear Independence of the rows and columns of a Matrix |
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NOC:Matrix Computation and its applications |
Lecture 23 - Application of Diagonal Dominant Matrices |
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NOC:Matrix Computation and its applications |
Lecture 24 - Application of Zero Null Space: Interpolating Polynomial and Wronskian Matrix |
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NOC:Matrix Computation and its applications |
Lecture 25 - Characterization of basic of a Vector Space and its Subspaces |
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NOC:Matrix Computation and its applications |
Lecture 26 - Coordinate of a Vector with respect to Ordered Basis |
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NOC:Matrix Computation and its applications |
Lecture 27 - Examples of different subspaces of a vector space of polynomials having degree less than or equal to 3 |
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NOC:Matrix Computation and its applications |
Lecture 28 - Linear Transformation |
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NOC:Matrix Computation and its applications |
Lecture 29 - Properties of Linear Transformation |
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NOC:Matrix Computation and its applications |
Lecture 30 - Determining Linear Transformation on a Vector Space by its value on the basis element |
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NOC:Matrix Computation and its applications |
Lecture 31 - Range space and null space of a Linear Transformation |
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NOC:Matrix Computation and its applications |
Lecture 32 - Rank and Nuility of a Linear Transformation |
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NOC:Matrix Computation and its applications |
Lecture 33 - Rank Nuility Theorem |
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NOC:Matrix Computation and its applications |
Lecture 34 - Application of Rank Nuility Theorem and Inverse of a Linear Transformation |
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NOC:Matrix Computation and its applications |
Lecture 35 - Matrix Associated with Linear Transformation |
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NOC:Matrix Computation and its applications |
Lecture 36 - Matrix Representation of a Linear Transformation Relative to Ordered Bases |
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NOC:Matrix Computation and its applications |
Lecture 37 - Matrix Representation of a Linear Transformation Relative to Ordered Bases (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 38 - Linear Map Associated with a Matrix |
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NOC:Matrix Computation and its applications |
Lecture 39 - Similar Matrices and Diagonalisation of Matrix |
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NOC:Matrix Computation and its applications |
Lecture 40 - Orthonormal bases of a Vector Space |
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NOC:Matrix Computation and its applications |
Lecture 41 - Gram-Schmidt Orthogonalisation Process |
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NOC:Matrix Computation and its applications |
Lecture 42 - QR Factorisation |
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NOC:Matrix Computation and its applications |
Lecture 43 - Inner Product Spaces |
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NOC:Matrix Computation and its applications |
Lecture 44 - Inner Product of different real vector spaces and basics of complex vector space |
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NOC:Matrix Computation and its applications |
Lecture 45 - Inner Product on complex vector spaces and Cauchy-Schwarz inequality |
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NOC:Matrix Computation and its applications |
Lecture 46 - Norm of a Vector |
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NOC:Matrix Computation and its applications |
Lecture 47 - Matrix Norm |
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NOC:Matrix Computation and its applications |
Lecture 48 - Sensitivity Analysis of a System of Linear Equations |
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NOC:Matrix Computation and its applications |
Lecture 49 - Orthoganality of the four subspaces associated with a matrix |
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NOC:Matrix Computation and its applications |
Lecture 50 - Best Approximation: Least Square Method |
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NOC:Matrix Computation and its applications |
Lecture 51 - Best Approximation: Least Square Method (Continued...) |
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NOC:Matrix Computation and its applications |
Lecture 52 - Jordan-Canonical Form |
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NOC:Matrix Computation and its applications |
Lecture 53 - Some examples on the Jordan form of a given matrix and generalised eigon vectors |
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NOC:Matrix Computation and its applications |
Lecture 54 - Singular value decomposition (SVD) theorem |
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NOC:Matrix Computation and its applications |
Lecture 55 - Matlab/Octave code for Solving SVD |
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NOC:Matrix Computation and its applications |
Lecture 56 - Pseudo-Inverse/Moore-Penrose Inverse |
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NOC:Matrix Computation and its applications |
Lecture 57 - Householder Transformation |
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NOC:Matrix Computation and its applications |
Lecture 58 - Matlab/Octave code for Householder Transformation |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 1 - Random experiment, sample space, axioms of probability, probability space |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 2 - Random experiment, sample space, axioms of probability, probability space (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 3 - Random experiment, sample space, axioms of probability, probability space (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 4 - Conditional probability, independence of events |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 5 - Multiplication rule, total probability rule, Bayes's theorem |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 6 - Definition of Random Variable, Cumulative Distribution Function |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 7 - Definition of Random Variable, Cumulative Distribution Function (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 8 - Definition of Random Variable, Cumulative Distribution Function (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 9 - Type of Random Variables, Probability Mass Function, Probability Density Function |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 10 - Type of Random Variables, Probability Mass Function, Probability Density Function (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 11 - Distribution of Function of Random Variables |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 12 - Mean and Variance |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 13 - Mean and Variance (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 14 - Higher Order Moments and Moments Inequalities |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 15 - Higher Order Moments and Moments Inequalities (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 16 - Generating Functions |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 17 - Generating Functions (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 18 - Common Discrete Distributions |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 19 - Common Discrete Distributions (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 20 - Common Continuous Distributions |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 21 - Common Continuous Distributions (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 22 - Applications of Random Variable |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 23 - Applications of Random Variable (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 24 - Random vector and joint distribution |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 25 - Joint probability mass function |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 26 - Joint probability density function |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 27 - Independent random variables |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 28 - Independent random variables (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 29 - Functions of several random variables |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 30 - Functions of several random variables (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 31 - Some important results |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 32 - Order statistics |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 33 - Conditional distributions |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 34 - Random sum |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 35 - Moments and Covariance |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 36 - Variance Covariance matrix |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 37 - Multivariate Normal distribution |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 38 - Probability generating function and Moment generating function |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 39 - Correlation coefficient |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 40 - Conditional Expectation |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 41 - Conditional Expectation (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 42 - Mode of Convergence |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 43 - Mode of Convergence (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 44 - Law of Large Numbers |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 45 - Central Limit Theorem |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 46 - Central Limit Theorem (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 47 - Descriptive Statistics and Sampling Distributions |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 48 - Descriptive Statistics and Sampling Distributions (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 49 - Descriptive Statistics and Sampling Distributions (Continued...) |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 50 - Point estimation |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 51 - Methods of Point estimation |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 52 - Interval Estimation |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 53 - Testing of Statistical Hypothesis |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 54 - Nonparametric Statistical Tests |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 55 - Analysis of Variance |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 56 - Correlation |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 57 - Regression |
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NOC:Introduction to Probability Theory and Statistics |
Lecture 58 - Logistic Regression |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 1 - Random Experiment, Sample Space and Sigma Field |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 2 - Axiomatic Definition of Probability |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 3 - Properties of Axiomatic Definition of Probability and Classical Definition of Probability |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 4 - Conditional Probability, Independent Events and Baye's Rule |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 5 - Definition of Random Variable |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 6 - Cumulative Distribution Function |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 7 - Discrete and Continuous Type Random Variables |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 8 - Mixed Type Random Variable |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 9 - Function of a Random Variable |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 10 - Mean |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 11 - Variance and Higher Order Moments |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 12 - Inequalities of Markov and Chebyshev |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 13 - Generating Functions |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 14 - Standard Discrete Distributions |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 15 - Standard Discrete Distributions (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 16 - Standard Continuous Distributions |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 17 - Standard Continuous Distributions (Continued...) |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 18 - Definition and Joint Distribution of a Random Vector |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 19 - Joint Probability Mass Function |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 20 - Joint Probability Density Function |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 21 - Independent Random Vector |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 22 - Distribution of Functions of Random Variables (Discrete Type) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 23 - Distribution of Functions of Random Variables (Continuous Type) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 24 - Conditional Distribution of Random Variables (Discrete Type) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 25 - Conditional Distribution of Random Variables (Continuous Type) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 26 - Expectation for Several Random Variables |
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NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 27 - Covariance and Correlation Coefficient |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 28 - Generating Functions for Several Random Variables |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 29 - Conditional Expectation |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 30 - Modes of Convergence |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 31 - Modes of Convergence (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 32 - Law of Large Numbers |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 33 - Central Limit Theorem |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 34 - Definition and Classification of Stochastic Processes |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 35 - Properties of Stochastic Processes |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 36 - Properties of Stochastic Processes (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 37 - Standard Simple Stochastic Processes |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 38 - Definition of Discrete Time Markov Chain (DTMC) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 39 - Chapman-Kolmogorov Equation |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 40 - Classification of States |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 41 - Classification of States (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 42 - Limiting Distribution |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 43 - Stationary Distribution |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 44 - Reducible Markov Chains |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 45 - Definition of Continuous Time Markov Chain (CTMC) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 46 - Infinitesimal Generator Matrix |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 47 - Kolmogorov Differential Equations |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 48 - Limiting Distribution and Steady-State Distribution |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 49 - Birth Death Processes |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 50 - Introduction to Queueing Models and Kendall Notation |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 51 - Single-Server Queueing Models |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 52 - Single-Server Queueing Models (Continued...) |
Link |
NOC:Introduction to Probability Theory and Stochastic Processes (Tamil) |
Lecture 53 - Multi-Server Queueing Models |
Link |
Formal Languages and Automata Theory |
Lecture 1 - Introduction |
Link |
Formal Languages and Automata Theory |
Lecture 2 - Alphabet, Strings, Languages |
Link |
Formal Languages and Automata Theory |
Lecture 3 - Finite Representation |
Link |
Formal Languages and Automata Theory |
Lecture 4 - Grammars (CFG) |
Link |
Formal Languages and Automata Theory |
Lecture 5 - Derivation Trees |
Link |
Formal Languages and Automata Theory |
Lecture 6 - Regular Grammars |
Link |
Formal Languages and Automata Theory |
Lecture 7 - Finite Automata |
Link |
Formal Languages and Automata Theory |
Lecture 8 - Nondeterministic Finite Automata |
Link |
Formal Languages and Automata Theory |
Lecture 9 - NFA <=> DFA |
Link |
Formal Languages and Automata Theory |
Lecture 10 - Myhill-Nerode Theorem |
Link |
Formal Languages and Automata Theory |
Lecture 11 - Minimization |
Link |
Formal Languages and Automata Theory |
Lecture 12 - RE => FA |
Link |
Formal Languages and Automata Theory |
Lecture 13 - FA => RE |
Link |
Formal Languages and Automata Theory |
Lecture 14 - FA <=> RG |
Link |
Formal Languages and Automata Theory |
Lecture 15 - Variants of FA |
Link |
Formal Languages and Automata Theory |
Lecture 16 - Closure Properties of RL |
Link |
Formal Languages and Automata Theory |
Lecture 17 - Homomorphism |
Link |
Formal Languages and Automata Theory |
Lecture 18 - Pumping Lemma |
Link |
Formal Languages and Automata Theory |
Lecture 19 - Simplification of CFG |
Link |
Formal Languages and Automata Theory |
Lecture 20 - Normal Forms of CFG |
Link |
Formal Languages and Automata Theory |
Lecture 21 - Properties of CFLs |
Link |
Formal Languages and Automata Theory |
Lecture 22 - Pushdown Automata |
Link |
Formal Languages and Automata Theory |
Lecture 23 - PDA <=> CFG |
Link |
Formal Languages and Automata Theory |
Lecture 24 - Turing Machines |
Link |
Formal Languages and Automata Theory |
Lecture 25 - Turing Computable Functions |
Link |
Formal Languages and Automata Theory |
Lecture 26 - Combining Turing Machines |
Link |
Formal Languages and Automata Theory |
Lecture 27 - Multi Input |
Link |
Formal Languages and Automata Theory |
Lecture 28 - Turing Decidable Languages |
Link |
Formal Languages and Automata Theory |
Lecture 29 - Varients of Turing Machines |
Link |
Formal Languages and Automata Theory |
Lecture 30 - Structured Grammars |
Link |
Formal Languages and Automata Theory |
Lecture 31 - Decidability |
Link |
Formal Languages and Automata Theory |
Lecture 32 - Undecidability 1 |
Link |
Formal Languages and Automata Theory |
Lecture 33 - Undecidability 2 |
Link |
Formal Languages and Automata Theory |
Lecture 34 - Undecidability 3 |
Link |
Formal Languages and Automata Theory |
Lecture 35 - Time Bounded Turing Machines |
Link |
Formal Languages and Automata Theory |
Lecture 36 - P and NP |
Link |
Formal Languages and Automata Theory |
Lecture 37 - NP-Completeness |
Link |
Formal Languages and Automata Theory |
Lecture 38 - NP-Complete Problems 1 |
Link |
Formal Languages and Automata Theory |
Lecture 39 - NP-Complete Problems 2 |
Link |
Formal Languages and Automata Theory |
Lecture 40 - NP-Complete Problems 3 |
Link |
Formal Languages and Automata Theory |
Lecture 41 - Chomsky Hierarchy |
Link |
Complex Analysis |
Lecture 1 - Introduction |
Link |
Complex Analysis |
Lecture 2 - Introduction to Complex Numbers |
Link |
Complex Analysis |
Lecture 3 - de Moivre’s Formula and Stereographic Projection |
Link |
Complex Analysis |
Lecture 4 - Topology of the Complex Plane - Part-I |
Link |
Complex Analysis |
Lecture 5 - Topology of the Complex Plane - Part-II |
Link |
Complex Analysis |
Lecture 6 - Topology of the Complex Plane - Part-III |
Link |
Complex Analysis |
Lecture 7 - Introduction to Complex Functions |
Link |
Complex Analysis |
Lecture 8 - Limits and Continuity |
Link |
Complex Analysis |
Lecture 9 - Differentiation |
Link |
Complex Analysis |
Lecture 10 - Cauchy-Riemann Equations and Differentiability |
Link |
Complex Analysis |
Lecture 11 - Analytic functions; the exponential function |
Link |
Complex Analysis |
Lecture 12 - Sine, Cosine and Harmonic functions |
Link |
Complex Analysis |
Lecture 13 - Branches of Multifunctions; Hyperbolic Functions |
Link |
Complex Analysis |
Lecture 14 - Problem Solving Session I |
Link |
Complex Analysis |
Lecture 15 - Integration and Contours |
Link |
Complex Analysis |
Lecture 16 - Contour Integration |
Link |
Complex Analysis |
Lecture 17 - Introduction to Cauchy’s Theorem |
Link |
Complex Analysis |
Lecture 18 - Cauchy’s Theorem for a Rectangle |
Link |
Complex Analysis |
Lecture 19 - Cauchy’s theorem - Part-II |
Link |
Complex Analysis |
Lecture 20 - Cauchy’s Theorem - Part-III |
Link |
Complex Analysis |
Lecture 21 - Cauchy’s Integral Formula and its Consequences |
Link |
Complex Analysis |
Lecture 22 - The First and Second Derivatives of Analytic Functions |
Link |
Complex Analysis |
Lecture 23 - Morera’s Theorem and Higher Order Derivatives of Analytic Functions |
Link |
Complex Analysis |
Lecture 24 - Problem Solving Session II |
Link |
Complex Analysis |
Lecture 25 - Introduction to Complex Power Series |
Link |
Complex Analysis |
Lecture 26 - Analyticity of Power Series |
Link |
Complex Analysis |
Lecture 27 - Taylor’s Theorem |
Link |
Complex Analysis |
Lecture 28 - Zeroes of Analytic Functions |
Link |
Complex Analysis |
Lecture 29 - Counting the Zeroes of Analytic Functions |
Link |
Complex Analysis |
Lecture 30 - Open mapping theorem - Part-I |
Link |
Complex Analysis |
Lecture 31 - Open mapping theorem - Part-II |
Link |
Complex Analysis |
Lecture 32 - Properties of Mobius Transformations - Part-I |
Link |
Complex Analysis |
Lecture 33 - Properties of Mobius Transformations - Part-II |
Link |
Complex Analysis |
Lecture 34 - Problem Solving Session III |
Link |
Complex Analysis |
Lecture 35 - Removable Singularities |
Link |
Complex Analysis |
Lecture 36 - Poles Classification of Isolated Singularities |
Link |
Complex Analysis |
Lecture 37 - Essential Singularity & Introduction to Laurent Series |
Link |
Complex Analysis |
Lecture 38 - Laurent’s Theorem |
Link |
Complex Analysis |
Lecture 39 - Residue Theorem and Applications |
Link |
Complex Analysis |
Lecture 40 - Problem Solving Session IV |
Link |
NOC:Mathematical Finance |
Lecture 1 - Introduction to Financial Markets and Bonds |
Link |
NOC:Mathematical Finance |
Lecture 2 - Introduction to Stocks, Futures and Forwards and Swaps |
Link |
NOC:Mathematical Finance |
Lecture 3 - Introduction to Options |
Link |
NOC:Mathematical Finance |
Lecture 4 - Interest Rates and Present Value |
Link |
NOC:Mathematical Finance |
Lecture 5 - Present and Future Values, Annuities, Amortization and Bond Yield |
Link |
NOC:Mathematical Finance |
Lecture 6 - Price Yield Curve and Term Structure of Interest Rates |
Link |
NOC:Mathematical Finance |
Lecture 7 - Markowitz Theory, Return and Risk and Two Asset Portfolio |
Link |
NOC:Mathematical Finance |
Lecture 8 - Minimum Variance Portfolio and Feasible Set |
Link |
NOC:Mathematical Finance |
Lecture 9 - Multi Asset Portfolio, Minimum Variance Portfolio, Efficient Frontier and Minimum Variance Line |
Link |
NOC:Mathematical Finance |
Lecture 10 - Minimum Variance Line (Continued), Market Portfolio |
Link |
NOC:Mathematical Finance |
Lecture 11 - Capital Market Line, Capital Asset Pricing Model |
Link |
NOC:Mathematical Finance |
Lecture 12 - Performance Analysis |
Link |
NOC:Mathematical Finance |
Lecture 13 - No-Arbitrage Principle and Pricing of Forward Contracts |
Link |
NOC:Mathematical Finance |
Lecture 14 - Futures, Options and Put-Call-Parity |
Link |
NOC:Mathematical Finance |
Lecture 15 - Bounds on Options |
Link |
NOC:Mathematical Finance |
Lecture 16 - Derivative Pricing in a Single Period Binomial Model |
Link |
NOC:Mathematical Finance |
Lecture 17 - Derivative Pricing in Multiperiod Binomial Model |
Link |
NOC:Mathematical Finance |
Lecture 18 - Derivative Pricing in Binomial Model and Path Dependent Options |
Link |
NOC:Mathematical Finance |
Lecture 19 - Discrete Probability Spaces |
Link |
NOC:Mathematical Finance |
Lecture 20 - Filtrations and Conditional Expectations |
Link |
NOC:Mathematical Finance |
Lecture 21 - Properties of Conditional Expectations |
Link |
NOC:Mathematical Finance |
Lecture 22 - Examples of Conditional Expectations, Martingales |
Link |
NOC:Mathematical Finance |
Lecture 23 - Risk-Neutral Pricing of European Derivatives in Binomial Model |
Link |
NOC:Mathematical Finance |
Lecture 24 - Actual and Risk-Neutral Probabilities, Markov Process, American Options |
Link |
NOC:Mathematical Finance |
Lecture 25 - General Probability Spaces, Expectations, Change of Measure |
Link |
NOC:Mathematical Finance |
Lecture 26 - Filtrations, Independence, Conditional Expectations |
Link |
NOC:Mathematical Finance |
Lecture 27 - Brownian Motion and its Properties |
Link |
NOC:Mathematical Finance |
Lecture 28 - Itô Integral and its Properties |
Link |
NOC:Mathematical Finance |
Lecture 29 - Itô Formula, Itô Processes |
Link |
NOC:Mathematical Finance |
Lecture 30 - Multivariable Stochastic Calculus, Stochastic Differential Equations |
Link |
NOC:Mathematical Finance |
Lecture 31 - Black-Scholes-Merton (BSM) Model, BSM Equation, BSM Formula |
Link |
NOC:Mathematical Finance |
Lecture 32 - Greeks, Put-Call Parity, Change of Measure |
Link |
NOC:Mathematical Finance |
Lecture 33 - Girsanov Theorem, Risk-Neutral Pricing of Derivatives, BSM Formula |
Link |
NOC:Mathematical Finance |
Lecture 34 - MRT and Hedging, Multidimensional Girsanov and MRT |
Link |
NOC:Mathematical Finance |
Lecture 35 - Multidimensional BSM Model, Fundamental Theorems of Asset Pricing |
Link |
NOC:Mathematical Finance |
Lecture 36 - BSM Model with Dividend-Paying Stocks |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 1 - Probability space and their properties, Random variables |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 2 - Mean, variance, covariance and their properties |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 3 - Linear regression; Binomial and normal distribution; Central Limit Theorem |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 4 - Financial markets |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 5 - Bonds and stocks |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 6 - Binomial and geometric Brownian motion (gBm) asset pricing models |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 7 - Expected return, risk and covariance of returns |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 8 - Expected return and risk of a portfolio; Minimum variance portfolio |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 9 - Multi-asset portfolio and Efficient frontier |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 10 - Capital Market Line and Derivation of efficient frontier |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 11 - Capital Asset Pricing Model and Single index model |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 12 - Portfolio performance analysis |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 13 - Utility functions and expected utility |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 14 - Risk preferences of investors |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 15 - Absolute Risk Aversion and Relative Risk Aversion |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 16 - Portfolio theory with utility functions |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 17 - Geometric Mean Return and Roy's Safety-First Criterion |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 18 - Kataoka's Safety-First Criterion and Telser's Safety-First Criterion |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 19 - Semi-variance framework |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 20 - Stochastic dominance; First order stochastic dominance |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 21 - Second order stochastic dominance and Third order stochastic dominance |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 22 - Discrete time model and utility function |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 23 - Optimal portfolio for single-period discrete time model |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 24 - Optimal portfolio for multi-period discrete time model; Discrete Dynamic Programming |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 25 - Continuous time model; Hamilton-Jacobi-Bellman PDE |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 26 - Hamilton-Jacobi-Bellman PDE; Duality/Martingale Approach |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 27 - Duality/Martingale Approach in Discrete and Continuous Time |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 28 - Interest rates and bonds; Duration |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 29 - Duration; Immunization |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 30 - Convexity; Hedging and Immunization |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 31 - Quantiles and their properties |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 32 - Value-at-Risk and its properties |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 33 - Average Value-at-Risk and its properties |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 34 - Asset allocation |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 35 - Portfolio optimization |
Link |
NOC:Mathematical Portfolio Theory |
Lecture 36 - Portfolio optimization with constraints, Value-at-Risk: Estimation and backtesting |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 1 - Review of Basic Probability - I |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 2 - Review of Basic Probability - II |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 3 - Review of Basic Probability - III |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 4 - Stochastic Processes |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 5 - Definition of Markov Chain and Transition Probabilities |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 6 - Markov Property and Chapman-Kolmogorov Equations |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 7 - Chapman-Kolmogorov Equations: Examples |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 8 - Accessibility and Communication of States |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 9 - Hitting Time - I |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 10 - Hitting Time - II |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 11 - Hitting Time - III |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 12 - Strong Markov Property |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 13 - Passage Time and Excursion |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 14 - Number of Visits |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 15 - Class Property |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 16 - Transience and Recurrence of Random Walks |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 17 - Stationary Distribution - I |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 18 - Stationary Distribution - II |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 19 - Stationary Distribution - III |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 20 - Limit Theorems - I |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 21 - Limit Theorems - II |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 22 - Some Problems - I |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 23 - Some Problems - II |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 24 - Time Reversibility |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 25 - Properties of Exponential Distribution |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 26 - Some Problems |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 27 - Order Statistics |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 28 - Poisson Processes |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 29 - Poisson Thinning - I |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 30 - Poisson Thinning - II |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 31 - Conditional Arrival Times |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 32 - Independent Poisson Processes |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 33 - Some Problems |
Link |
NOC:Discrete-time Markov Chains and Poission Processes |
Lecture 34 - Compound Poisson Processes |
Link |
NOC:Introduction to Queueing Theory |
Lecture 0 - Prerequisite: Review of Probability |
Link |
NOC:Introduction to Queueing Theory |
Lecture 1 - Queueing Systems, System Performance Measures |
Link |
NOC:Introduction to Queueing Theory |
Lecture 2 - Characteristics of Queueing Systems, Kendall's Notation |
Link |
NOC:Introduction to Queueing Theory |
Lecture 3 - Little's Law, General Relationships |
Link |
NOC:Introduction to Queueing Theory |
Lecture 4 - Laplace and Laplace-Stieltjes Transforms, Probability Generating Functions |
Link |
NOC:Introduction to Queueing Theory |
Lecture 5 - An Overview of Stochastic Processes |
Link |
NOC:Introduction to Queueing Theory |
Lecture 6 - Markov Chains: Definition, Transition Probabilities |
Link |
NOC:Introduction to Queueing Theory |
Lecture 7 - Classification Properties of Markov Chains |
Link |
NOC:Introduction to Queueing Theory |
Lecture 8 - Long-Term Behaviour of Markov Chains |
Link |
NOC:Introduction to Queueing Theory |
Lecture 9 - Exponential Distribution and its Properties, Poisson Process |
Link |
NOC:Introduction to Queueing Theory |
Lecture 10 - Poisson Process and its Properties, Generalizations |
Link |
NOC:Introduction to Queueing Theory |
Lecture 11 - Continuous-Time Markov Chains, Generator Matrix, Kolmogorov Equations |
Link |
NOC:Introduction to Queueing Theory |
Lecture 12 - Stationary and Limiting Distributions of CTMC, Balance Equations, Birth-Death Processes |
Link |
NOC:Introduction to Queueing Theory |
Lecture 13 - Birth-Death Queues: General Theory, M/M/1 Queues and their Steady State Solution |
Link |
NOC:Introduction to Queueing Theory |
Lecture 14 - M/M/1 Queues: Performance Measures, PASTA Property, Waiting Time Distributions |
Link |
NOC:Introduction to Queueing Theory |
Lecture 15 - M/M/c Queues, Erlang Delay Formula |
Link |
NOC:Introduction to Queueing Theory |
Lecture 16 - M/M/c/K Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 17 - Erlang's Loss System, Erlang Loss Formula, Infinite-Server Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 18 - Finite-Source Queues, Engset Loss System, State-Dependent Queues, Queues with Impatience |
Link |
NOC:Introduction to Queueing Theory |
Lecture 19 - Transient Solutions: M/M/1/1, Infinite-Server and M/M/1 Queues, Busy Period Analysis |
Link |
NOC:Introduction to Queueing Theory |
Lecture 20 - Queues with Bulk Arrivals |
Link |
NOC:Introduction to Queueing Theory |
Lecture 21 - Queues with Bulk Service |
Link |
NOC:Introduction to Queueing Theory |
Lecture 22 - Erlang and Phase-Type Distributions |
Link |
NOC:Introduction to Queueing Theory |
Lecture 23 - Erlangian Queues: Erlangian Arrivals, Erlangian Service Times |
Link |
NOC:Introduction to Queueing Theory |
Lecture 24 - Nonpreemptive Priority Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 25 - Nonpreemptive and Preemptive Priority Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 26 - M/M/1 Retrial Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 27 - Discrete-Time Queues: Geo/Geo/1 (EAS), Geo/Geo/1 (LAS) |
Link |
NOC:Introduction to Queueing Theory |
Lecture 28 - Introduction to Queueing Networks, Two-Node Network |
Link |
NOC:Introduction to Queueing Theory |
Lecture 29 - Burke's Theorem, General Setup, Tandem Networks |
Link |
NOC:Introduction to Queueing Theory |
Lecture 30 - Queueing Networks with Blocking, Open Jackson Networks |
Link |
NOC:Introduction to Queueing Theory |
Lecture 31 - Waiting Times and Multiple Classes in Open Jackson Networks |
Link |
NOC:Introduction to Queueing Theory |
Lecture 32 - Closed Jackson Networks |
Link |
NOC:Introduction to Queueing Theory |
Lecture 33 - Closed Jackson Networks, Convolution Algorithm |
Link |
NOC:Introduction to Queueing Theory |
Lecture 34 - Mean-Value Analysis Algorithm |
Link |
NOC:Introduction to Queueing Theory |
Lecture 35 - Cyclic Queueing Networks, Extensions of Jackson Networks |
Link |
NOC:Introduction to Queueing Theory |
Lecture 36 - Renewal Processes |
Link |
NOC:Introduction to Queueing Theory |
Lecture 37 - Regenerative Processes, Semi-Markov Processes |
Link |
NOC:Introduction to Queueing Theory |
Lecture 38 - M/G/1 Queues, The Pollaczek-Khinchin Mean Formula |
Link |
NOC:Introduction to Queueing Theory |
Lecture 39 - M/G/1 Queues, The Pollaczek-Khinchin Transform Formula |
Link |
NOC:Introduction to Queueing Theory |
Lecture 40 - M/G/1 Queues: Waiting Times and Busy Period |
Link |
NOC:Introduction to Queueing Theory |
Lecture 41 - M/G/1/K Queues, Additional Insights on M/G/1 Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 42 - M/G/c, M/G/∞ and M/G/c/c Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 43 - G/M/1 Queues |
Link |
NOC:Introduction to Queueing Theory |
Lecture 44 - G/G/1 Queues: Lindley's Integral Equation |
Link |
NOC:Introduction to Queueing Theory |
Lecture 45 - G/G/1 Queues: Bounds |
Link |
NOC:Introduction to Queueing Theory |
Lecture 46 - Vacation Queues: Introduction, M/M/1 Queues with Vacations |
Link |
NOC:Introduction to Queueing Theory |
Lecture 47 - M/G/1 Queues with Vacations |
Link |
Applied Multivariate Analysis |
Lecture 1 - Prologue |
Link |
Applied Multivariate Analysis |
Lecture 2 - Basic concepts on multivariate distribution |
Link |
Applied Multivariate Analysis |
Lecture 3 - Basic concepts on multivariate distribution |
Link |
Applied Multivariate Analysis |
Lecture 4 - Multivariate normal distribution – I |
Link |
Applied Multivariate Analysis |
Lecture 5 - Multivariate normal distribution – II |
Link |
Applied Multivariate Analysis |
Lecture 6 - Multivariate normal distribution – III |
Link |
Applied Multivariate Analysis |
Lecture 7 - Some problems on multivariate distributions – I |
Link |
Applied Multivariate Analysis |
Lecture 8 - Some problems on multivariate distributions – II |
Link |
Applied Multivariate Analysis |
Lecture 9 - Random sampling from multivariate normal distribution and Wishart distribution - I |
Link |
Applied Multivariate Analysis |
Lecture 10 - Random sampling from multivariate normal distribution and Wishart distribution - II |
Link |
Applied Multivariate Analysis |
Lecture 11 - Random sampling from multivariate normal distribution and Wishart distribution - III |
Link |
Applied Multivariate Analysis |
Lecture 12 - Wishart distribution and it’s properties - I |
Link |
Applied Multivariate Analysis |
Lecture 13 - Wishart distribution and it’s properties - II |
Link |
Applied Multivariate Analysis |
Lecture 14 - Hotelling’s T2 distribution and it’s applications |
Link |
Applied Multivariate Analysis |
Lecture 15 - Hotelling’s T2 distribution and various confidence intervals and regions |
Link |
Applied Multivariate Analysis |
Lecture 16 - Hotelling’s T2 distribution and Profile analysis |
Link |
Applied Multivariate Analysis |
Lecture 17 - Profile analysis - I |
Link |
Applied Multivariate Analysis |
Lecture 18 - Profile analysis - II |
Link |
Applied Multivariate Analysis |
Lecture 19 - MANOVA - I |
Link |
Applied Multivariate Analysis |
Lecture 20 - MANOVA - II |
Link |
Applied Multivariate Analysis |
Lecture 21 - MANOVA - III |
Link |
Applied Multivariate Analysis |
Lecture 22 - MANOVA & Multiple Correlation Coefficient |
Link |
Applied Multivariate Analysis |
Lecture 23 - Multiple Correlation Coefficient |
Link |
Applied Multivariate Analysis |
Lecture 24 - Principal Component Analysis |
Link |
Applied Multivariate Analysis |
Lecture 25 - Principal Component Analysis |
Link |
Applied Multivariate Analysis |
Lecture 26 - Principal Component Analysis |
Link |
Applied Multivariate Analysis |
Lecture 27 - Cluster Analysis |
Link |
Applied Multivariate Analysis |
Lecture 28 - Cluster Analysis |
Link |
Applied Multivariate Analysis |
Lecture 29 - Cluster Analysis |
Link |
Applied Multivariate Analysis |
Lecture 30 - Cluster Analysis |
Link |
Applied Multivariate Analysis |
Lecture 31 - Discriminant Analysis and Classification |
Link |
Applied Multivariate Analysis |
Lecture 32 - Discriminant Analysis and Classification |
Link |
Applied Multivariate Analysis |
Lecture 33 - Discriminant Analysis and Classification |
Link |
Applied Multivariate Analysis |
Lecture 34 - Discriminant Analysis and Classification |
Link |
Applied Multivariate Analysis |
Lecture 35 - Discriminant Analysis and Classification |
Link |
Applied Multivariate Analysis |
Lecture 36 - Discriminant Analysis and Classification |
Link |
Applied Multivariate Analysis |
Lecture 37 - Discriminant Analysis and Classification |
Link |
Applied Multivariate Analysis |
Lecture 38 - Factor_Analysis |
Link |
Applied Multivariate Analysis |
Lecture 39 - Factor_Analysis |
Link |
Applied Multivariate Analysis |
Lecture 40 - Factor_Analysis |
Link |
Applied Multivariate Analysis |
Lecture 41 - Cannonical Correlation Analysis |
Link |
Applied Multivariate Analysis |
Lecture 42 - Cannonical Correlation Analysis |
Link |
Applied Multivariate Analysis |
Lecture 43 - Cannonical Correlation Analysis |
Link |
Applied Multivariate Analysis |
Lecture 44 - Cannonical Correlation Analysis |
Link |
Calculus of Variations and Integral Equations |
Lecture 1 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 2 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 3 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 4 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 5 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 6 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 7 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 8 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 9 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 10 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 11 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 12 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 13 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 14 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 15 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 16 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 17 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 18 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 19 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 20 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 21 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 22 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 23 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 24 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 25 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 26 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 27 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 28 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 29 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 30 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 31 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 32 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 33 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 34 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 35 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 36 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 37 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 38 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 39 - Calculus of Variations and Integral Equations |
Link |
Calculus of Variations and Integral Equations |
Lecture 40 - Calculus of Variations and Integral Equations |
Link |
Linear programming and Extensions |
Lecture 1 - Introduction to Linear Programming Problems |
Link |
Linear programming and Extensions |
Lecture 2 - Vector space, Linear independence and dependence, basis |
Link |
Linear programming and Extensions |
Lecture 3 - Moving from one basic feasible solution to another, optimality criteria |
Link |
Linear programming and Extensions |
Lecture 4 - Basic feasible solutions, existence & derivation |
Link |
Linear programming and Extensions |
Lecture 5 - Convex sets, dimension of a polyhedron, Faces, Example of a polytope |
Link |
Linear programming and Extensions |
Lecture 6 - Direction of a polyhedron, correspondence between bfs and extreme points |
Link |
Linear programming and Extensions |
Lecture 7 - Representation theorem, LPP solution is a bfs, Assignment 1 |
Link |
Linear programming and Extensions |
Lecture 8 - Development of the Simplex Algorithm, Unboundedness, Simplex Tableau |
Link |
Linear programming and Extensions |
Lecture 9 - Simplex Tableau & algorithm ,Cycling, Bland’s anti-cycling rules, Phase I & Phase II |
Link |
Linear programming and Extensions |
Lecture 10 - Big-M method,Graphical solutions, adjacent extreme pts and adjacent bfs |
Link |
Linear programming and Extensions |
Lecture 11 - Assignment 2, progress of Simplex algorithm on a polytope, bounded variable LPP |
Link |
Linear programming and Extensions |
Lecture 12 - LPP Bounded variable, Revised Simplex algorithm, Duality theory, weak duality theorem |
Link |
Linear programming and Extensions |
Lecture 13 - Weak duality theorem, economic interpretation of dual variables, Fundamental theorem of duality |
Link |
Linear programming and Extensions |
Lecture 14 - Examples of writing the dual, complementary slackness theorem |
Link |
Linear programming and Extensions |
Lecture 15 - Complementary slackness conditions, Dual Simplex algorithm, Assignment 3 |
Link |
Linear programming and Extensions |
Lecture 16 - Primal-dual algorithm |
Link |
Linear programming and Extensions |
Lecture 17 - Problem in lecture 16, starting dual feasible solution, Shortest Path Problem |
Link |
Linear programming and Extensions |
Lecture 18 - Shortest Path Problem, Primal-dual method, example |
Link |
Linear programming and Extensions |
Lecture 19 - Shortest Path Problem-complexity, interpretation of dual variables, post-optimality analysis-changes in the cost vector |
Link |
Linear programming and Extensions |
Lecture 20 - Assignment 4, postoptimality analysis, changes in b, adding a new constraint, changes in {aij} , Parametric analysis |
Link |
Linear programming and Extensions |
Lecture 21 - Parametric LPP-Right hand side vector |
Link |
Linear programming and Extensions |
Lecture 22 - Parametric cost vector LPP |
Link |
Linear programming and Extensions |
Lecture 23 - Parametric cost vector LPP, Introduction to Min-cost flow problem |
Link |
Linear programming and Extensions |
Lecture 24 - Mini-cost flow problem-Transportation problem |
Link |
Linear programming and Extensions |
Lecture 25 - Transportation problem degeneracy, cycling |
Link |
Linear programming and Extensions |
Lecture 26 - Sensitivity analysis |
Link |
Linear programming and Extensions |
Lecture 27 - Sensitivity analysis |
Link |
Linear programming and Extensions |
Lecture 28 - Bounded variable transportation problem, min-cost flow problem |
Link |
Linear programming and Extensions |
Lecture 29 - Min-cost flow problem |
Link |
Linear programming and Extensions |
Lecture 30 - Starting feasible solution, Lexicographic method for preventing cycling ,strongly feasible solution |
Link |
Linear programming and Extensions |
Lecture 31 - Assignment 6, Shortest path problem, Shortest Path between any two nodes,Detection of negative cycles |
Link |
Linear programming and Extensions |
Lecture 32 - Min-cost-flow Sensitivity analysis Shortest path problem sensitivity analysis |
Link |
Linear programming and Extensions |
Lecture 33 - Min-cost flow changes in arc capacities , Max-flow problem, assignment 7 |
Link |
Linear programming and Extensions |
Lecture 34 - Problem 3 (assignment 7), Min-cut Max-flow theorem, Labelling algorithm |
Link |
Linear programming and Extensions |
Lecture 35 - Max-flow - Critical capacity of an arc, starting solution for min-cost flow problem |
Link |
Linear programming and Extensions |
Lecture 36 - Improved Max-flow algorithm |
Link |
Linear programming and Extensions |
Lecture 37 - Critical Path Method (CPM) |
Link |
Linear programming and Extensions |
Lecture 38 - Programme Evaluation and Review Technique (PERT) |
Link |
Linear programming and Extensions |
Lecture 39 - Simplex Algorithm is not polynomial time- An example |
Link |
Linear programming and Extensions |
Lecture 40 - Interior Point Methods |
Link |
Convex Optimization |
Lecture 1 - Convex Optimization |
Link |
Convex Optimization |
Lecture 2 - Convex Optimization |
Link |
Convex Optimization |
Lecture 3 - Convex Optimization |
Link |
Convex Optimization |
Lecture 4 - Convex Optimization |
Link |
Convex Optimization |
Lecture 5 - Convex Optimization |
Link |
Convex Optimization |
Lecture 6 - Convex Optimization |
Link |
Convex Optimization |
Lecture 7 - Convex Optimization |
Link |
Convex Optimization |
Lecture 8 - Convex Optimization |
Link |
Convex Optimization |
Lecture 9 - Convex Optimization |
Link |
Convex Optimization |
Lecture 10 - Convex Optimization |
Link |
Convex Optimization |
Lecture 11 - Convex Optimization |
Link |
Convex Optimization |
Lecture 12 - Convex Optimization |
Link |
Convex Optimization |
Lecture 13 - Convex Optimization |
Link |
Convex Optimization |
Lecture 14 - Convex Optimization |
Link |
Convex Optimization |
Lecture 15 - Convex Optimization |
Link |
Convex Optimization |
Lecture 16 - Convex Optimization |
Link |
Convex Optimization |
Lecture 17 - Convex Optimization |
Link |
Convex Optimization |
Lecture 18 - Convex Optimization |
Link |
Convex Optimization |
Lecture 19 - Convex Optimization |
Link |
Convex Optimization |
Lecture 20 - Convex Optimization |
Link |
Convex Optimization |
Lecture 21 - Convex Optimization |
Link |
Convex Optimization |
Lecture 22 - Convex Optimization |
Link |
Convex Optimization |
Lecture 23 - Convex Optimization |
Link |
Convex Optimization |
Lecture 24 - Convex Optimization |
Link |
Convex Optimization |
Lecture 25 - Convex Optimization |
Link |
Convex Optimization |
Lecture 26 - Convex Optimization |
Link |
Convex Optimization |
Lecture 27 - Convex Optimization |
Link |
Convex Optimization |
Lecture 28 - Convex Optimization |
Link |
Convex Optimization |
Lecture 29 - Convex Optimization |
Link |
Convex Optimization |
Lecture 30 - Convex Optimization |
Link |
Convex Optimization |
Lecture 31 - Convex Optimization |
Link |
Convex Optimization |
Lecture 32 - Convex Optimization |
Link |
Convex Optimization |
Lecture 33 - Convex Optimization |
Link |
Convex Optimization |
Lecture 34 - Convex Optimization |
Link |
Convex Optimization |
Lecture 35 - Convex Optimization |
Link |
Convex Optimization |
Lecture 36 - Convex Optimization |
Link |
Convex Optimization |
Lecture 37 - Convex Optimization |
Link |
Convex Optimization |
Lecture 38 - Convex Optimization |
Link |
Convex Optimization |
Lecture 39 - Convex Optimization |
Link |
Convex Optimization |
Lecture 40 - Convex Optimization |
Link |
Convex Optimization |
Lecture 41 - Convex Optimization |
Link |
Convex Optimization |
Lecture 42 - Convex Optimization |
Link |
Foundations of Optimization |
Lecture 1 - Optimization |
Link |
Foundations of Optimization |
Lecture 2 - Optimization |
Link |
Foundations of Optimization |
Lecture 3 - Optimization |
Link |
Foundations of Optimization |
Lecture 4 - Optimization |
Link |
Foundations of Optimization |
Lecture 5 - Optimization |
Link |
Foundations of Optimization |
Lecture 6 - Optimization |
Link |
Foundations of Optimization |
Lecture 7 - Optimization |
Link |
Foundations of Optimization |
Lecture 8 - Optimization |
Link |
Foundations of Optimization |
Lecture 9 - Optimization |
Link |
Foundations of Optimization |
Lecture 10 - Optimization |
Link |
Foundations of Optimization |
Lecture 11 - Optimization |
Link |
Foundations of Optimization |
Lecture 12 - Optimization |
Link |
Foundations of Optimization |
Lecture 13 - Optimization |
Link |
Foundations of Optimization |
Lecture 14 - Optimization |
Link |
Foundations of Optimization |
Lecture 15 - Optimization |
Link |
Foundations of Optimization |
Lecture 16 - Optimization |
Link |
Foundations of Optimization |
Lecture 17 - Optimization |
Link |
Foundations of Optimization |
Lecture 18 - Optimization |
Link |
Foundations of Optimization |
Lecture 19 - Optimization |
Link |
Foundations of Optimization |
Lecture 20 - Optimization |
Link |
Foundations of Optimization |
Lecture 21 - Optimization |
Link |
Foundations of Optimization |
Lecture 22 - Optimization |
Link |
Foundations of Optimization |
Lecture 23 - Optimization |
Link |
Foundations of Optimization |
Lecture 24 - Optimization |
Link |
Foundations of Optimization |
Lecture 25 - Optimization |
Link |
Foundations of Optimization |
Lecture 26 - Optimization |
Link |
Foundations of Optimization |
Lecture 27 - Optimization |
Link |
Foundations of Optimization |
Lecture 28 - Optimization |
Link |
Foundations of Optimization |
Lecture 29 - Optimization |
Link |
Foundations of Optimization |
Lecture 30 - Optimization |
Link |
Foundations of Optimization |
Lecture 31 - Optimization |
Link |
Foundations of Optimization |
Lecture 32 - Optimization |
Link |
Foundations of Optimization |
Lecture 33 - Optimization |
Link |
Foundations of Optimization |
Lecture 34 - Optimization |
Link |
Foundations of Optimization |
Lecture 35 - Optimization |
Link |
Foundations of Optimization |
Lecture 36 - Optimization |
Link |
Foundations of Optimization |
Lecture 37 - Optimization |
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Foundations of Optimization |
Lecture 38 - Optimization |
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Probability Theory and Applications |
Lecture 1 - Basic principles of counting |
Link |
Probability Theory and Applications |
Lecture 2 - Sample space, events, axioms of probability |
Link |
Probability Theory and Applications |
Lecture 3 - Conditional probability, Independence of events |
Link |
Probability Theory and Applications |
Lecture 4 - Random variables, cumulative density function, expected value |
Link |
Probability Theory and Applications |
Lecture 5 - Discrete random variables and their distributions |
Link |
Probability Theory and Applications |
Lecture 6 - Discrete random variables and their distributions |
Link |
Probability Theory and Applications |
Lecture 7 - Discrete random variables and their distributions |
Link |
Probability Theory and Applications |
Lecture 8 - Continuous random variables and their distributions |
Link |
Probability Theory and Applications |
Lecture 9 - Continuous random variables and their distributions |
Link |
Probability Theory and Applications |
Lecture 10 - Continuous random variables and their distributions |
Link |
Probability Theory and Applications |
Lecture 11 - Function of random variables, Momement generating function |
Link |
Probability Theory and Applications |
Lecture 12 - Jointly distributed random variables, Independent r. v. and their sums |
Link |
Probability Theory and Applications |
Lecture 13 - Independent r. v. and their sums |
Link |
Probability Theory and Applications |
Lecture 14 - Chi – square r. v., sums of independent normal r. v., Conditional distr |
Link |
Probability Theory and Applications |
Lecture 15 - Conditional disti, Joint distr. of functions of r. v., Order statistics |
Link |
Probability Theory and Applications |
Lecture 16 - Order statistics, Covariance and correlation |
Link |
Probability Theory and Applications |
Lecture 17 - Covariance, Correlation, Cauchy- Schwarz inequalities, Conditional expectation |
Link |
Probability Theory and Applications |
Lecture 18 - Conditional expectation, Best linear predictor |
Link |
Probability Theory and Applications |
Lecture 19 - Inequalities and bounds |
Link |
Probability Theory and Applications |
Lecture 20 - Convergence and limit theorems |
Link |
Probability Theory and Applications |
Lecture 21 - Central limit theorem |
Link |
Probability Theory and Applications |
Lecture 22 - Applications of central limit theorem |
Link |
Probability Theory and Applications |
Lecture 23 - Strong law of large numbers, Joint mgf |
Link |
Probability Theory and Applications |
Lecture 24 - Convolutions |
Link |
Probability Theory and Applications |
Lecture 25 - Stochastic processes: Markov process |
Link |
Probability Theory and Applications |
Lecture 26 - Transition and state probabilities |
Link |
Probability Theory and Applications |
Lecture 27 - State prob., First passage and First return prob |
Link |
Probability Theory and Applications |
Lecture 28 - First passage and First return prob. Classification of states |
Link |
Probability Theory and Applications |
Lecture 29 - Random walk, periodic and null states |
Link |
Probability Theory and Applications |
Lecture 30 - Reducible Markov chains |
Link |
Probability Theory and Applications |
Lecture 31 - Time reversible Markov chains |
Link |
Probability Theory and Applications |
Lecture 32 - Poisson Processes |
Link |
Probability Theory and Applications |
Lecture 33 - Inter-arrival times, Properties of Poisson processes |
Link |
Probability Theory and Applications |
Lecture 34 - Queuing Models: M/M/I, Birth and death process, Little’s formulae |
Link |
Probability Theory and Applications |
Lecture 35 - Analysis of L, Lq ,W and Wq , M/M/S model |
Link |
Probability Theory and Applications |
Lecture 36 - M/M/S , M/M/I/K models |
Link |
Probability Theory and Applications |
Lecture 37 - M/M/I/K and M/M/S/K models |
Link |
Probability Theory and Applications |
Lecture 38 - Application to reliability theory failure law |
Link |
Probability Theory and Applications |
Lecture 39 - Exponential failure law, Weibull law |
Link |
Probability Theory and Applications |
Lecture 40 - Reliability of systems |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 1 - Numbers |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 2 - Functions-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 3 - Sequence-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 4 - Sequence-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 5 - Limits and Continuity-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 6 - Limits and Continuity-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 7 - Limits And Continuity-3 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 8 - Derivative-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 9 - Derivative-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 10 - Maxima And Minima |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 11 - Mean-Value Theorem And Taylors Expansion-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 12 - Mean-Value Theorem And Taylors Expansion-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 13 - Integration-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 14 - Integration-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 15 - Integration By Parts |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 16 - Definite Integral |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 17 - Riemann Integration-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 18 - Riemann Integration-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 19 - Functions Of Two Or More Variables |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 20 - Limits And Continuity Of Functions Of Two Variable |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 21 - Differentiation Of Functions Of Two Variables-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 22 - Differentiation Of Functions Of Two Variables-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 23 - Unconstrained Minimization Of Funtions Of Two Variables |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 24 - Constrained Minimization And Lagrange Multiplier Rules |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 25 - Infinite Series-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 26 - Infinite Series-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 27 - Infinite Series-3 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 28 - Multiple Integrals-1 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 29 - Multiple Integrals-2 |
Link |
NOC:Basic Calculus for Engineers, Scientists and Economists |
Lecture 30 - Multiple Integrals-3 |
Link |
NOC:Probability and Stochastics for finance |
Lecture 1 - Basic Probability |
Link |
NOC:Probability and Stochastics for finance |
Lecture 2 - Interesting Problems In Probability |
Link |
NOC:Probability and Stochastics for finance |
Lecture 3 - Random variables, distribution function and independence |
Link |
NOC:Probability and Stochastics for finance |
Lecture 4 - Chebyshev inequality, Borel-Cantelli Lemmas and related issues |
Link |
NOC:Probability and Stochastics for finance |
Lecture 5 - Law of Large Number and Central Limit Theorem |
Link |
NOC:Probability and Stochastics for finance |
Lecture 6 - Conditional Expectation - I |
Link |
NOC:Probability and Stochastics for finance |
Lecture 7 - Conditional Expectation - II |
Link |
NOC:Probability and Stochastics for finance |
Lecture 8 - Martingales |
Link |
NOC:Probability and Stochastics for finance |
Lecture 9 - Brownian Motion - I |
Link |
NOC:Probability and Stochastics for finance |
Lecture 10 - Brownian Motion - II |
Link |
NOC:Probability and Stochastics for finance |
Lecture 11 - Brownian Motion - III |
Link |
NOC:Probability and Stochastics for finance |
Lecture 12 - Ito Integral - I |
Link |
NOC:Probability and Stochastics for finance |
Lecture 13 - Ito Integral - II |
Link |
NOC:Probability and Stochastics for finance |
Lecture 14 - Ito Calculus - I |
Link |
NOC:Probability and Stochastics for finance |
Lecture 15 - Ito Calculus - II |
Link |
NOC:Probability and Stochastics for finance |
Lecture 16 - Ito Integral In Higher Dimension |
Link |
NOC:Probability and Stochastics for finance |
Lecture 17 - Application to Ito Integral - I |
Link |
NOC:Probability and Stochastics for finance |
Lecture 18 - Application to Ito Integral - II |
Link |
NOC:Probability and Stochastics for finance |
Lecture 19 - Black Scholes Formula - I |
Link |
NOC:Probability and Stochastics for finance |
Lecture 20 - Black Scholes Formula - II |
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NOC:Differential Calculus in Several Variables |
Lecture 1 - Introduction to Several Variables and Notion Of distance in Rn |
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NOC:Differential Calculus in Several Variables |
Lecture 2 - Countinuity And Compactness |
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NOC:Differential Calculus in Several Variables |
Lecture 3 - Countinuity And Connectdness |
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NOC:Differential Calculus in Several Variables |
Lecture 4 - Derivatives: Possible Definition |
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NOC:Differential Calculus in Several Variables |
Lecture 5 - Matrix Of Linear Transformation |
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NOC:Differential Calculus in Several Variables |
Lecture 6 - Examples for Differentiable function |
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NOC:Differential Calculus in Several Variables |
Lecture 7 - Sufficient condition of differentiability |
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NOC:Differential Calculus in Several Variables |
Lecture 8 - Chain Rule |
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NOC:Differential Calculus in Several Variables |
Lecture 9 - Mean Value Theorem |
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NOC:Differential Calculus in Several Variables |
Lecture 10 - Higher Order Derivatives |
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NOC:Differential Calculus in Several Variables |
Lecture 11 - Taylor's Formula |
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NOC:Differential Calculus in Several Variables |
Lecture 12 - Maximum And Minimum |
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NOC:Differential Calculus in Several Variables |
Lecture 13 - Second derivative test for maximum, minimum and saddle point |
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NOC:Differential Calculus in Several Variables |
Lecture 14 - We formalise the second derivative test discussed in Lecture 2 and do examples |
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NOC:Differential Calculus in Several Variables |
Lecture 15 - Specialisation to functions of two variables |
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NOC:Differential Calculus in Several Variables |
Lecture 16 - Implicit Function Theorem |
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NOC:Differential Calculus in Several Variables |
Lecture 17 - Implicit Function Theorem -a |
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NOC:Differential Calculus in Several Variables |
Lecture 18 - Application of IFT: Lagrange's Multipliers Method |
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NOC:Differential Calculus in Several Variables |
Lecture 19 - Application of IFT: Lagrange's Multipliers Method - b |
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NOC:Differential Calculus in Several Variables |
Lecture 20 - Application of IFT: Lagrange's Multipliers Method - c |
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NOC:Differential Calculus in Several Variables |
Lecture 21 - Application of IFT: Inverse Function Theorem - c |
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NOC:Curves and Surfaces |
Lecture 1 - Level curves and locus, definition of parametric curves, tangent, arc length, arc length parametrisation |
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NOC:Curves and Surfaces |
Lecture 2 - How much a curve is curved, signed unit normal and signed curvature, rigid motions, constant curvature |
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NOC:Curves and Surfaces |
Lecture 3 - Curves in R^3, principal normal and binormal, torsion |
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NOC:Curves and Surfaces |
Lecture 4 - Frenet-Serret formula |
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NOC:Curves and Surfaces |
Lecture 5 - Simple closed curve and isoperimetric inequality |
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NOC:Curves and Surfaces |
Lecture 6 - Surfaces and parametric surfaces, examples, regular surface and non-example of regular surface, transition maps. |
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NOC:Curves and Surfaces |
Lecture 7 - Transition maps of smooth surfaces, smooth function between surfaces, diffeomorphism |
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NOC:Curves and Surfaces |
Lecture 8 - Reparameterization |
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NOC:Curves and Surfaces |
Lecture 9 - Tangent, Normal |
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NOC:Curves and Surfaces |
Lecture 10 - Orientable surfaces |
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NOC:Curves and Surfaces |
Lecture 11 - Examples of Surfaces |
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NOC:Curves and Surfaces |
Lecture 12 - First Fundamental Form |
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NOC:Curves and Surfaces |
Lecture 13 - Conformal Mapping |
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NOC:Curves and Surfaces |
Lecture 14 - Curvature of Surfaces |
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NOC:Curves and Surfaces |
Lecture 15 - Euler's Theorem |
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NOC:Curves and Surfaces |
Lecture 16 - Regular Surfaces locally as Quadratic Surfaces |
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NOC:Curves and Surfaces |
Lecture 17 - Geodesics |
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NOC:Curves and Surfaces |
Lecture 18 - Existence of Geodesics, Geodesics on Surfaces of revolution |
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NOC:Curves and Surfaces |
Lecture 19 - Geodesics on surfaces of revolution; Clairaut's Theorem |
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NOC:Curves and Surfaces |
Lecture 20 - Pseudosphere |
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NOC:Curves and Surfaces |
Lecture 21 - Classification of Quadratic Surface |
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NOC:Curves and Surfaces |
Lecture 22 - Surface Area and Equiareal Map |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 1 - Basic Fundamental Concepts Of Modelling |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 2 - Regression Model - A Statistical Tool |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 3 - Simple Linear Regression Analysis |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 4 - Estimation Of Parameters In Simple Linear Regression Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 5 - Estimation Of Parameters In Simple Linear Regression Model (Continued...) : Some Nice Properties |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 6 - Estimation Of Parameters In Simple Linear Regression Model (Continued...) |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 7 - Maximum Likelihood Estimation of Parameters in Simple Linear Regression Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 8 - Testing of Hypotheis and Confidence Interval Estimation in Simple Linear Regression Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 9 - Testing of Hypotheis and Confidence Interval Estimation in Simple Linear Regression Model (Continued...) |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 10 - Software Implementation in Simple Linear Regression Model using MINITAB |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 11 - Multiple Linear Regression Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 12 - Estimation of Model Parameters in Multiple Linear Regression Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 13 - Estimation of Model Parameters in Multiple Linear Regression Model (Continued...) |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 14 - Standardized Regression Coefficients and Testing of Hypothesis |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 15 - Testing of Hypothesis (Continued...) and Goodness of Fit of the Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 16 - Diagnostics in Multiple Linear Regression Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 17 - Diagnostics in Multiple Linear Regression Model (Continued...) |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 18 - Diagnostics in Multiple Linear Regression Model (Continued...) |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 19 - Software Implementation of Multiple Linear Regression Model using MINITAB |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 20 - Software Implementation of Multiple Linear Regression Model using MINITAB (Continued...) |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 21 - Forecasting in Multiple Linear Regression Model |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 22 - Within Sample Forecasting |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 23 - Outside Sample Forecasting |
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NOC:Linear Regression Analysis and Forecasting |
Lecture 24 - Software Implementation of Forecasting using MINITAB |
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NOC:Introduction to R Software |
Lecture 1 - How to Learn and Follow the Course |
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NOC:Introduction to R Software |
Lecture 2 - Why R and Installation Procedure |
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NOC:Introduction to R Software |
Lecture 3 - Introduction _Help_ Demo examples_ packages_ libraries |
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NOC:Introduction to R Software |
Lecture 4 - Introduction _Command line_ Data editor _ Rstudio |
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NOC:Introduction to R Software |
Lecture 5 - Basics in Calculations |
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NOC:Introduction to R Software |
Lecture 6 - Basics of Calculations _ Calculator _Built in Functions Assignments |
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NOC:Introduction to R Software |
Lecture 7 - Basics of Calculations _Functions _Matrices |
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NOC:Introduction to R Software |
Lecture 8 - Basics Calculations: Matrix Operations |
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NOC:Introduction to R Software |
Lecture 9 - Basics Calculations: Matrix operations |
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NOC:Introduction to R Software |
Lecture 10 - Basics Calculations: Missing data and logical operators |
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NOC:Introduction to R Software |
Lecture 11 - Basics Calculations: Logical operators |
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NOC:Introduction to R Software |
Lecture 12 - Basics Calculations: Truth table and conditional executions |
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NOC:Introduction to R Software |
Lecture 13 - Basics Calculations: Conditional executions and loops |
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NOC:Introduction to R Software |
Lecture 14 - Basics Calculations: Loops |
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NOC:Introduction to R Software |
Lecture 15 - Data management - Sequences |
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NOC:Introduction to R Software |
Lecture 16 - Data management - sequences |
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NOC:Introduction to R Software |
Lecture 17 - Data management - Repeats |
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NOC:Introduction to R Software |
Lecture 18 - Data management - Sorting and Ordering |
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NOC:Introduction to R Software |
Lecture 19 - Data management - Lists |
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NOC:Introduction to R Software |
Lecture 20 - Data management - Lists (Continued...) |
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NOC:Introduction to R Software |
Lecture 21 - Data management - Vector indexing |
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NOC:Introduction to R Software |
Lecture 22 - Data management - Vector Indexing (Continued...) |
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NOC:Introduction to R Software |
Lecture 23 - Data management - Factors |
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NOC:Introduction to R Software |
Lecture 24 - Data management - factors (Continued...) |
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NOC:Introduction to R Software |
Lecture 25 - Strings - Display and Formatting, Print and Format Functions |
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NOC:Introduction to R Software |
Lecture 26 - Strings - Display and Formatting, Print and Format with Concatenate |
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NOC:Introduction to R Software |
Lecture 27 - Strings - Display and Formatting, Paste Function |
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NOC:Introduction to R Software |
Lecture 28 - Strings - Display and Formatting, Splitting |
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NOC:Introduction to R Software |
Lecture 29 - Strings - Display and Formatting, Replacement_ Manipulations _Alphabets |
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NOC:Introduction to R Software |
Lecture 30 - Strings - Display and Formatting, Replacement and Evaluation of Strings |
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NOC:Introduction to R Software |
Lecture 31 - Data frames |
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NOC:Introduction to R Software |
Lecture 32 - Data frames (Continued...) |
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NOC:Introduction to R Software |
Lecture 33 - Data frames (Continued...) |
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NOC:Introduction to R Software |
Lecture 34 - Data Handling - Importing CSV and Tabular Data Files |
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NOC:Introduction to R Software |
Lecture 35 - Data Handling - Importing Data Files from Other Software |
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NOC:Introduction to R Software |
Lecture 36 - Statistical Functions - Frequency and Partition values |
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NOC:Introduction to R Software |
Lecture 37 - Statistical Functions - Graphics and Plots |
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NOC:Introduction to R Software |
Lecture 38 - Statistical Functions - Central Tendency and Variation |
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NOC:Introduction to R Software |
Lecture 39 - Statistical Functions - Boxplots, Skewness and Kurtosis |
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NOC:Introduction to R Software |
Lecture 40 - Statistical Functions - Bivariate three dimensional plot |
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NOC:Introduction to R Software |
Lecture 41 - Statistical Functions - Correlation and Examples of Programming |
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NOC:Introduction to R Software |
Lecture 42 - Examples of Programming |
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NOC:Introduction to R Software |
Lecture 43 - Examples of More Programming |
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NOC:Descriptive Statistics with R Software |
Lecture 1 - Introduction to R Software |
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NOC:Descriptive Statistics with R Software |
Lecture 2 - Basics and R as a Calculator |
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NOC:Descriptive Statistics with R Software |
Lecture 3 - Calculations with Data Vectors |
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NOC:Descriptive Statistics with R Software |
Lecture 4 - Built-in Commands and Missing Data Handling |
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NOC:Descriptive Statistics with R Software |
Lecture 5 - Operations with Matrices |
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NOC:Descriptive Statistics with R Software |
Lecture 6 - Objectives, Steps and Basic Definitions |
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NOC:Descriptive Statistics with R Software |
Lecture 7 - Variables and Types of Data |
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NOC:Descriptive Statistics with R Software |
Lecture 8 - Absolute Frequency, Relative Frequency and Frequency Distribution |
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NOC:Descriptive Statistics with R Software |
Lecture 9 - Frequency Distribution and Cumulative Distribution Function |
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NOC:Descriptive Statistics with R Software |
Lecture 10 - Bar Diagrams |
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NOC:Descriptive Statistics with R Software |
Lecture 11 - Subdivided Bar Plots and Pie Diagrams |
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NOC:Descriptive Statistics with R Software |
Lecture 12 - 3D Pie Diagram and Histogram |
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NOC:Descriptive Statistics with R Software |
Lecture 13 - Kernel Density and Stem - Leaf Plots |
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NOC:Descriptive Statistics with R Software |
Lecture 14 - Arithmetic Mean |
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NOC:Descriptive Statistics with R Software |
Lecture 15 - Median |
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NOC:Descriptive Statistics with R Software |
Lecture 16 - Quantiles |
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NOC:Descriptive Statistics with R Software |
Lecture 17 - Mode, Geometric Mean and Harmonic Mean |
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NOC:Descriptive Statistics with R Software |
Lecture 18 - Range, Interquartile Range and Quartile Deviation |
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NOC:Descriptive Statistics with R Software |
Lecture 19 - Absolute Deviation and Absolute Mean Deviation |
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NOC:Descriptive Statistics with R Software |
Lecture 20 - Mean Squared Error, Variance and Standard Deviation |
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NOC:Descriptive Statistics with R Software |
Lecture 21 - Coefficient of Variation and Boxplots |
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NOC:Descriptive Statistics with R Software |
Lecture 22 - Raw and Central Moments |
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NOC:Descriptive Statistics with R Software |
Lecture 23 - Sheppard's Correction, Absolute Moments and Computation of Moments |
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NOC:Descriptive Statistics with R Software |
Lecture 24 - Skewness and Kurtosis |
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NOC:Descriptive Statistics with R Software |
Lecture 25 - Univariate and Bivariate Scatter Plots |
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NOC:Descriptive Statistics with R Software |
Lecture 26 - Smooth Scatter Plots |
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NOC:Descriptive Statistics with R Software |
Lecture 27 - Quantile- Quantile and Three Dimensional Plots |
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NOC:Descriptive Statistics with R Software |
Lecture 28 - Correlation Coefficient |
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NOC:Descriptive Statistics with R Software |
Lecture 29 - Correlation Coefficient Using R Software |
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NOC:Descriptive Statistics with R Software |
Lecture 30 - Rank Correlation Coefficient |
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NOC:Descriptive Statistics with R Software |
Lecture 31 - Measures of Association for Discrete and Counting Variables - Part 1 |
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NOC:Descriptive Statistics with R Software |
Lecture 32 - Measures of Association for Discrete and Counting Variables - Part 2 |
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NOC:Descriptive Statistics with R Software |
Lecture 33 - Least Squares Method - One Variable |
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NOC:Descriptive Statistics with R Software |
Lecture 34 - Least Squares Method - R Commands and More than One Variables |
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NOC:Calculus of Several Real Variables |
Lecture 1 - Vectors in plane and space |
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NOC:Calculus of Several Real Variables |
Lecture 2 - Inner product and distance |
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NOC:Calculus of Several Real Variables |
Lecture 3 - Application to real world problems |
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NOC:Calculus of Several Real Variables |
Lecture 4 - Matrices and determinants |
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NOC:Calculus of Several Real Variables |
Lecture 5 - Cross product of two vectors |
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NOC:Calculus of Several Real Variables |
Lecture 6 - Higher dimensional Euclidean space |
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NOC:Calculus of Several Real Variables |
Lecture 7 - Functions of more than one real-variable |
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NOC:Calculus of Several Real Variables |
Lecture 8 - Partial derivatives and Continuity |
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NOC:Calculus of Several Real Variables |
Lecture 9 - Vector-valued maps and Jacobian matrix |
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NOC:Calculus of Several Real Variables |
Lecture 10 - Chain rule for partial derivatives |
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NOC:Calculus of Several Real Variables |
Lecture 11 - The Gradient Vector and Directional Derivative |
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NOC:Calculus of Several Real Variables |
Lecture 12 - The Implicit Function Theorem |
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NOC:Calculus of Several Real Variables |
Lecture 13 - Higher Order Partial Derivatives |
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NOC:Calculus of Several Real Variables |
Lecture 14 - Taylor's Theorem in Higher Dimension |
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NOC:Calculus of Several Real Variables |
Lecture 15 - Maxima and Minima for Several Variables |
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NOC:Calculus of Several Real Variables |
Lecture 16 - Second Derivative Test for Maximum and Minimum |
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NOC:Calculus of Several Real Variables |
Lecture 17 - Constrained Optimization and The Lagrange Multiplier Rule |
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NOC:Calculus of Several Real Variables |
Lecture 18 - Vector Valued Function and Classical Mechanics |
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NOC:Calculus of Several Real Variables |
Lecture 19 - Arc Length |
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NOC:Calculus of Several Real Variables |
Lecture 20 - Vector Fields |
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NOC:Calculus of Several Real Variables |
Lecture 21 - Multiple Integral - I |
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NOC:Calculus of Several Real Variables |
Lecture 22 - Multiple Integral - II |
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NOC:Calculus of Several Real Variables |
Lecture 23 - Multiple Integral - III |
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NOC:Calculus of Several Real Variables |
Lecture 24 - Multiple Integral - IV |
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NOC:Calculus of Several Real Variables |
Lecture 25 - Cylindrical and Spherical Coordinates |
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NOC:Calculus of Several Real Variables |
Lecture 26 - Multiple Integrals and Mechanics |
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NOC:Calculus of Several Real Variables |
Lecture 27 - Line Integral - I |
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NOC:Calculus of Several Real Variables |
Lecture 28 - Line Integral - II |
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NOC:Calculus of Several Real Variables |
Lecture 29 - Parametrized Surfaces |
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NOC:Calculus of Several Real Variables |
Lecture 30 - Area of a surface Integral |
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NOC:Calculus of Several Real Variables |
Lecture 31 - Area of parametrized surface |
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NOC:Calculus of Several Real Variables |
Lecture 32 - Surface Integrals |
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NOC:Calculus of Several Real Variables |
Lecture 33 - Green's Theorem |
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NOC:Calculus of Several Real Variables |
Lecture 34 - Stoke's Theorem |
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NOC:Calculus of Several Real Variables |
Lecture 35 - Examples of Stoke's Theorem |
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NOC:Calculus of Several Real Variables |
Lecture 36 - Gauss Divergence Theorem |
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NOC:Calculus of Several Real Variables |
Lecture 37 - Facts about vector fields |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 1 - Notations, Motivation and Definition |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 2 - Matrix: Examples, Transpose and Addition |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 3 - Matrix Multiplication |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 4 - Matrix Product Recalled |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 5 - Matrix Product (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 6 - Inverse of a Matrix |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 7 - Introduction to System of Linear Equations |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 8 - Some Initial Results on Linear Systems |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 9 - Row Echelon Form (REF) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 10 - LU Decomposition - Simplest Form |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 11 - Elementary Matrices |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 12 - Row Reduced Echelon Form (RREF) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 13 - Row Reduced Echelon Form (RREF) (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 14 - RREF and Inverse |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 15 - Rank of a matrix |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 16 - Solution Set of a System of Linear Equations |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 17 - System of n Linear Equations in n Unknowns |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 18 - Determinant |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 19 - Permutations and the Inverse of a Matrix |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 20 - Inverse and the Cramer's Rule |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 21 - Vector Spaces |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 22 - Vector Subspaces and Linear Span |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 23 - Linear Combination, Linear Independence and Dependence |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 24 - Basic Results on Linear Independence |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 25 - Results on Linear Independence (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 26 - Basis of a Finite Dimensional Vector Space |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 27 - Fundamental Spaces associated with a Matrix |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 28 - Rank - Nullity Theorem |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 29 - Fundamental Theorem of Linear Algebra |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 30 - Definition and Examples of Linear Transformations |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 31 - Results on Linear Transformations |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 32 - Rank-Nullity Theorem and Applications |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 33 - Isomorphism of Vector Spaces |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 34 - Ordered Basis of a Finite Dimensional Vector Space |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 35 - Ordered Basis (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 36 - Matrix of a Linear Transformation |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 37 - Matrix of a Linear Transformation (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 38 - Matrix of a Linear Transformation (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 39 - Similarity of Matrices |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 40 - Inner Product Space |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 41 - Inner Product (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 42 - Cauchy Schwartz Inequality |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 43 - Projection on a Vector |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 44 - Results on Orthogonality |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 45 - Results on Orthogonality (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 46 - Gram-Schmidt Orthonormalization Process |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 47 - Orthogonal Projections |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 48 - Gram-Schmidt Process: Applications |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 49 - Examples and Applications on QR-decomposition |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 50 - Recapitulate ideas on Inner Product Spaces |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 51 - Motivation on Eigenvalues and Eigenvectors |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 52 - Examples and Introduction to Eigenvalues and Eigenvectors |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 53 - Results on Eigenvalues and Eigenvectors |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 54 - Results on Eigenvalues and Eigenvectors (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 55 - Results on Eigenvalues and Eigenvectors (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 56 - Diagonalizability |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 57 - Diagonalizability (Continued...) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 58 - Schur's Unitary Triangularization (SUT) |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 59 - Applications of Schur's Unitary Triangularization |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 60 - Spectral Theorem for Hermitian Matrices |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 61 - Cayley Hamilton Theorem |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 62 - Quadratic Forms |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 63 - Sylvester's Law of Inertia |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 64 - Applications of Quadratic Forms to Analytic Geometry |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 65 - Examples of Conics and Quartics |
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NOC:Linear Algebra (Prof. A.K. Lal) |
Lecture 66 - Singular Value Decomposition (SVD) |
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NOC:Computational Number Theory and Algebra |
Lecture 1 - Introduction: Computation and Algebra |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 2 - Background |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 3 - GCD algorithm and Chinese Remainder Theorem |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 4 - Fast polynomial multiplication |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 5 - Fast polynomial multiplication (Continued...) |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 6 - Fast integer multiplication and division |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 7 - Fast integer arithmetic and matrix multiplication |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 8 - Matrix Multiplication Tensor |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 9 - Polynomial factoring over finite fields: Irreducibility testing |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 10 - Equi-degree factorization and idea of Berlekamp's algorithm |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 11 - Berlekamp's algorithm as a reduction method |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 12 - Factoring over finite fields: Cantor-Zassenhaus algorithm |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 13 - Reed Solomon Error Correcting Codes |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 14 - List Decoding |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 15 - Bivariate Factorization - Hensel Lifting |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 16 - Bivariate polynomial factoring (Continued...) |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 17 - Multivariate Polynomial Factorization |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 18 - Multivariate Factoring - Hilbert's Irreducibility Theorem |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 19 - Multivariate factoring (Continued...) |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 20 - Analysis of LLL algorithm |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 21 - Analysis of LLL algorithm (Continued...) |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 22 - Analysis of LLL-reduced basis algorithm and Introduction to NTRU cryptosystem |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 23 - NTRU cryptosystem (Continued...) and Introduction to Primality testing |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 24 - Randomized Primality testing: Solovay-Strassen and Miller-Rabin tests |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 25 - Deterministic primality test (AKS) and RSA cryptosystem |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 26 - Integer factoring: Smooth numbers and Pollard's rho method |
Link |
NOC:Computational Number Theory and Algebra |
Lecture 27 - Pollard's p-1, Fermat, Morrison-Brillhart, Quadratic and Number field sieve methods |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 1 - Real numbers and Archimedean property |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 2 - Supremum and Decimal representation of Reals |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 3 - Functions |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 4 - Functions continued and Limits |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 5 - Limits (Continued...) |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 6 - Limits (Continued...) and Continuity |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 7 - Continuity and Intermediate Value Property |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 8 - Differentiation |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 9 - Chain Rule |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 10 - Nth derivative of a function |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 11 - Local extrema and Rolle's theorem |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 12 - Mean value theorem and Monotone functions |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 13 - Local extremum tests |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 14 - Concavity and points of inflection |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 15 - Asymptotes and plotting graph of functions |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 16 - Optimization and L'Hospital Rule |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 17 - L'Hospital Rule continued and Cauchy Mean value theorem |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 18 - Approximation of Roots |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 19 - Antiderivative and Riemann Integration |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 20 - Riemann's criterion for Integrability |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 21 - Integration and its properties |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 22 - Area and Mean value theorem for integrals |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 23 - Fundamental theorem of Calculus |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 24 - Integration by parts and Trapezoidal rule |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 25 - Simpson's rule and Substitution in integrals |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 26 - Area between curves |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 27 - Arc Length and Parametric curves |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 28 - Polar Co-ordinates |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 29 - Area of curves in polar coordinates |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 30 - Volume of solids |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 31 - Improper Integrals |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 32 - Sequences |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 33 - Algebra of sequences and Sandwich theorem |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 34 - Subsequences |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 35 - Series |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 36 - Comparison tests for Series |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 37 - Ratio and Root test for series |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 38 - Integral test and Leibniz test for series |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 39 - Revision - I |
Link |
NOC:Basic Calculus 1 and 2 |
Lecture 40 - Revision - II |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 1 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 2 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 3 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 4 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 5 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 6 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 7 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 8 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 9 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 10 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 11 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 12 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 13 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 14 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 15 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 16 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 17 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 18 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 19 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 20 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 21 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 22 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 23 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 24 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 25 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 26 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 27 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 28 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 29 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 30 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 31 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 32 |
Link |
NOC:Advanced Partial Differential Equations |
Lecture 33 |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 1 - Data Science - Why, What, and How? |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 2 - Installation and Working with R |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 3 - Installation and Working with R Studio |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 4 - Calculations with R as a Calculator |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 5 - Calculations with Data Vectors |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 6 - Built-in Commands and Bivariate Plots |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 7 - Logical Operators and Selection of Sample |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 8 - Introduction to Probability |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 9 - Sample Space and Events |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 10 - Set Theory and Events using Venn Diagrams |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 11 - Relative Frequency and Probability |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 12 - Probability and Relative Frequency - An Example |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 13 - Axiomatic Definition of Probability |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 14 - Some Rules of Probability |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 15 - Basic Principles of Counting - Ordered Set, Unordered Set, and Permutations |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 16 - Basic Principles of Counting - Combination |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 17 - Conditional Probability |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 18 - Multiplication Theorem of Probability |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 19 - Bayes' Theorem |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 20 - Independent Events |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 21 - Computation of Probability using R |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 22 - Random Variables - Discrete and Continuous |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 23 - Cumulative Distribution and Probability Density Function |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 24 - Discrete Random Variables, Probability Mass Function and Cumulative Distribution Function |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 25 - Expectation of Variables |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 26 - Moments and Variance |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 27 - Data Based Moments and Variance in R Software |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 28 - Skewness and Kurtosis |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 29 - Quantiles and Tschebyschev’s Inequality |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 30 - Degenerate and Discrete Uniform Distributions |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 31 - Discrete Uniform Distribution in R |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 32 - Bernoulli and Binomial Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 33 - Binomial Distribution in R |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 34 - Poisson Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 35 - Poisson Distribution in R |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 36 - Geometric Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 37 - Geometric Distribution in R |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 38 - Continuous Random Variables and Uniform Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 39 - Normal Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 40 - Normal Distribution in R |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 41 - Normal Distribution - More Results |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 42 - Exponential Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 43 - Bivariate Probability Distribution for Discrete Random Variables |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 44 - Bivariate Probability Distribution in R Software |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 45 - Bivariate Probability Distribution for Continuous Random Variables |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 46 - Examples in Bivariate Probability Distribution Functions |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 47 - Covariance and Correlation |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 48 - Covariance and Correlation ‐ Examples and R Software |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 49 - Bivariate Normal Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 50 - Chi square Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 51 - t-Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 52 - F-Distribution |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 53 - Distribution of Sample Mean, Convergence in Probability and Weak Law of Large Numbers |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 54 - Central Limit Theorem |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 55 - Needs for Drawing Statistical Inferences |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 56 - Unbiased Estimators |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 57 - Efficiency of Estimators |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 58 - Cramér–Rao Lower Bound and Efficiency of Estimators |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 59 - Consistency and Sufficiency of Estimators |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 60 - Method of Moments |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 61 - Method of Maximum Likelihood and Rao Blackwell Theorem |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 62 - Basic Concepts of Confidence Interval Estimation |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 63 - Confidence Interval for Mean in One Sample with Known Variance |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 64 - Confidence Interval for Mean and Variance |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 65 - Basics of Tests of Hypothesis and Decision Rules |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 66 - Test Procedures for One Sample Test for Mean with Known Variance |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 67 - One Sample Test for Mean with Unknown Variance |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 68 - Two Sample Test for Mean with Known and Unknown Variances |
Link |
NOC:Essentials of Data Science With R Software 1: Probability and Statistical Inference |
Lecture 69 - Test of Hypothesis for Variance in One and Two Samples |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 1 - What is Data Science ? |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 2 - Installation and Working with R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 3 - Calculations with R as a Calculator |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 4 - Calculations with Data Vectors |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 5 - Built-in Commands and Missing Data Handling |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 6 - Operations with Matrices |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 7 - Data Handling |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 8 - Graphics and Plots |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 9 - Sampling, Sampling Unit, Population and Sample |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 10 - Terminologies and Concepts |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 11 - Ensuring Representativeness and Type of Surveys |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 12 - Conducting Surveys and Ensuring Representativeness |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 13 - SRSWOR, SRSWR, and Selection of Unit - 1 |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 14 - SRSWOR, SRSWR, and Selection of Unit - 2 |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 15 - Probabilities of Selection of Samples |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 16 - SRSWOR and SRSWR with R with sample Package |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 17 - Examples of SRS with R using sample Package |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 18 - Simple Random Sampling : SRS with R using sampling and sample Packages |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 19 - Simple Random Sampling : Estimation of Population Mean |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 20 - Simple Random Sampling : Estimation of Population Variance |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 21 - Simple Random Sampling : Estimation of Population Variance |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 22 - SRS: Confidence Interval Estimation of Population Mean |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 23 - SRS: Estimation of Mean, Variance and Confidence Interval in SRSWOR using R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 24 - SRS: Estimation of Mean, Variance and Confidence Interval in SRSWR using R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 25 - Sampling for Proportions and Percentages : Basic Concepts |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 26 - Sampling for Proportions and Percentages : Mean and Variance of Sample Proportion |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 27 - Sampling for Proportions and Percentages : Sampling for Proportions with R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 28 - Stratified Random Sampling : Drawing the Sample and Sampling Procedure |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 29 - Stratified Random Sampling : Estimation of Population Mean, Population Variance and Confidence Interval |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 30 - Stratified Random Sampling : Sample Allocation and Variances Under Allocation |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 31 - Stratified Random Sampling : Drawing of Sample Using sampling and strata Packages in R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 32 - Stratified Random Sampling : Drawing of Sample Using survey Package in R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 33 - Bootstrap Methodology : What is Bootstrap and Methodology |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 34 - Bootstrap Methodology : EDF, Bootstrap Bias and Bootstrap Standard Errors |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 35 - Bootstrap Methodology : Bootstrap Analysis Using boot Package in R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 36 - Bootstrap Methodology : Bootstrap Confidence Interval |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 37 - Bootstrap Methodology : Bootstrap Confidence Interval Using boot and bootstrap Packages in R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 38 - Bootstrap Methodology : Example of Bootstrap Analysis Using boot Package |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 39 - Introduction to Linear Models and Regression : Introduction and Basic Concepts |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 40 - Simple Linear Regression Analysis : Basic Concepts and Least Squares Estimation |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 41 - Simple Linear Regression Analysis : Fitting Linear Model With R Software |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 42 - Simple Linear Regression Analysis : Properties of Least Squares Estimators |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 43 - Simple Linear Regression Analysis : Maximum Likelihood and Confidence Interval Estimation |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 44 - Simple Linear Regression Analysis : Test of Hypothesis and Confidence Interval Estimation With R |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 45 - Multiple Linear Regression Analysis : Basic Concepts |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 46 - Multiple Linear Regression Analysis : OLSE, Fitted Model and Residuals |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 47 - Multiple Linear Regression Analysis : Model Fitting With R Software |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 48 - Multiple Linear Regression Analysis : Properties of OLSE and Maximum Likelihood Estimation |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 49 - Multiple Linear Regression Analysis : Test of Hypothesis and Confidence Interval Estimation on Individual Regression Coefficients |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 50 - Analysis of Variance and Implementation in R Software |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 51 - Goodness of Fit and Implementation in R Software |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 52 - Variable Selection using LASSO Regression : Introduction and Basic Concepts |
Link |
NOC:Essentials of Data Science With R Software 2: Sampling Theory and Linear Regression Analysis |
Lecture 53 - Variable Selection using LASSO Regression : LASSO with R |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 1 - Introduction to the course Measure Theoretic Probability 1 |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 2 - Sigma-fields and Measurable spaces |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 3 - Fields and Generating sets for Sigma-fields |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 4 - Borel Sigma-field on R and other sets |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 5 - Limits of sequences of sets and Monotone classes |
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NOC:Measure Theoretic Probability 1 |
Lecture 6 - Measures and Measure spaces |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 7 - Probability Measures |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 8 - Properties of Measures - I |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 9 - Properties of Measures - II |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 10 - Properties of Measures - III |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 11 - Measurable functions |
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NOC:Measure Theoretic Probability 1 |
Lecture 12 - Borel Measurable functions |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 13 - Algebraic properties of Measurable functions |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 14 - Limiting behaviour of measurable functions |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 15 - Random Variables and Random Vectors |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 16 - Law or Distribution of an RV |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 17 - Distribution Function of an RV |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 18 - Decomposition of Distribution functions |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 19 - Construction of RVs with a specified law |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 20 - Caratheodery Extension Theorem |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 21 - From Distribution Functions to Probability Measures - I |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 22 - From Distribution Functions to Probability Measures - II |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 23 - Lebesgue-Stieltjes Measures |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 24 - Properties of Lebesgue Measure on R |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 25 - Distribution Functions and Probability Measures in higher dimensions |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 26 - Integration of measurable functions |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 27 - Properties of Measure Theoretic Integration - I |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 28 - Properties of Measure Theoretic Integration - II |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 29 - Monotone Convergence Theorem |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 30 - Computation of Expectation for Discrete RVs |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 31 - MCT and the Linearity of Measure Theoretic Integration |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 32 - Sets of measure zero and Measure Theoretic Integration |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 33 - Fatou's Lemma and Dominated Convergence Theorem |
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NOC:Measure Theoretic Probability 1 |
Lecture 34 - Riemann and Lebesgue integration |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 35 - Computations involving Lebesgue Integration |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 36 - Decomposition of Measures |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 37 - Absolutely Continuous RVs |
Link |
NOC:Measure Theoretic Probability 1 |
Lecture 38 - Expectation of Absolutely Continuous RVs |
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NOC:Measure Theoretic Probability 1 |
Lecture 39 - Inequalities involving moments of RVs |
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NOC:Measure Theoretic Probability 1 |
Lecture 40 - Conclusion to the course Measure Theoretic Probability 1 |
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NOC:Foundations of R Software |
Lecture 0 |
Link |
NOC:Foundations of R Software |
Lecture 1 |
Link |
NOC:Foundations of R Software |
Lecture 2 |
Link |
NOC:Foundations of R Software |
Lecture 3 |
Link |
NOC:Foundations of R Software |
Lecture 4 |
Link |
NOC:Foundations of R Software |
Lecture 5 |
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NOC:Foundations of R Software |
Lecture 6 |
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NOC:Foundations of R Software |
Lecture 7 |
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NOC:Foundations of R Software |
Lecture 8 |
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NOC:Foundations of R Software |
Lecture 9 |
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NOC:Foundations of R Software |
Lecture 10 |
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NOC:Foundations of R Software |
Lecture 11 |
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NOC:Foundations of R Software |
Lecture 12 |
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NOC:Foundations of R Software |
Lecture 13 |
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NOC:Foundations of R Software |
Lecture 14 |
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NOC:Foundations of R Software |
Lecture 15 |
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NOC:Foundations of R Software |
Lecture 16 |
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NOC:Foundations of R Software |
Lecture 17 |
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NOC:Foundations of R Software |
Lecture 18 |
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NOC:Foundations of R Software |
Lecture 19 |
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NOC:Foundations of R Software |
Lecture 20 |
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NOC:Foundations of R Software |
Lecture 21 |
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NOC:Foundations of R Software |
Lecture 22 |
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NOC:Foundations of R Software |
Lecture 23 |
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NOC:Foundations of R Software |
Lecture 24 |
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NOC:Foundations of R Software |
Lecture 25 |
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NOC:Foundations of R Software |
Lecture 26 |
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NOC:Foundations of R Software |
Lecture 27 |
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NOC:Foundations of R Software |
Lecture 28 |
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NOC:Foundations of R Software |
Lecture 29 |
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NOC:Foundations of R Software |
Lecture 30 |
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NOC:Foundations of R Software |
Lecture 31 |
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NOC:Foundations of R Software |
Lecture 32 |
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NOC:Foundations of R Software |
Lecture 33 |
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NOC:Foundations of R Software |
Lecture 34 |
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NOC:Foundations of R Software |
Lecture 35 |
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NOC:Foundations of R Software |
Lecture 36 |
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NOC:Foundations of R Software |
Lecture 37 |
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NOC:Foundations of R Software |
Lecture 38 |
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NOC:Foundations of R Software |
Lecture 39 |
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NOC:Foundations of R Software |
Lecture 40 |
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NOC:Foundations of R Software |
Lecture 41 |
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NOC:Foundations of R Software |
Lecture 42 |
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NOC:Foundations of R Software |
Lecture 43 |
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NOC:Foundations of R Software |
Lecture 44 |
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NOC:Foundations of R Software |
Lecture 45 |
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NOC:Foundations of R Software |
Lecture 46 |
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NOC:Foundations of R Software |
Lecture 47 |
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NOC:Foundations of R Software |
Lecture 48 |
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NOC:Foundations of R Software |
Lecture 49 |
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NOC:Foundations of R Software |
Lecture 50 |
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NOC:Foundations of R Software |
Lecture 51 |
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NOC:Foundations of R Software |
Lecture 52 |
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NOC:Foundations of R Software |
Lecture 53 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 0 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 1 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 2 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 3 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 4 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 5 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 6 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 7 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 8 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 9 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 10 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 11 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 12 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 13 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 14 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 15 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 16 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 17 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 18 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 19 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 20 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 21 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 22 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 23 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 24 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 25 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 26 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 27 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 28 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 29 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 30 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 31 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 32 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 33 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 34 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 35 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 36 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 37 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 38 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 39 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 40 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 41 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 42 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 43 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 44 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 45 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 46 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 47 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 48 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 49 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 50 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 51 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 52 |
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NOC:Foundations of R Software (In Hindi) |
Lecture 53 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 1 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 2 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 3 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 4 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 5 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 6 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 7 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 8 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 9 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 10 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 11 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 12 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 13 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 14 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 15 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 16 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 17 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 18 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 19 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 20 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 21 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 22 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 23 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 24 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 25 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 26 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 27 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 28 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 29 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 30 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 31 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 32 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 33 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 34 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 35 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 36 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 37 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 38 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 39 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 40 |
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NOC:An Introduction to Hyperbolic Geometry |
Lecture 41 |
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NOC:A Primer to Mathematical Optimization |
Lecture 1 - Introduction and History of Optimization |
Link |
NOC:A Primer to Mathematical Optimization |
Lecture 2 - Basics of Linear Algebra |
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NOC:A Primer to Mathematical Optimization |
Lecture 3 - Definiteness of Matrices |
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NOC:A Primer to Mathematical Optimization |
Lecture 4 - Sets in R^n |
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NOC:A Primer to Mathematical Optimization |
Lecture 5 - Limit Superior and Limit Inferior |
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NOC:A Primer to Mathematical Optimization |
Lecture 6 - Order of Convergence |
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NOC:A Primer to Mathematical Optimization |
Lecture 7 - Lipschitz and Uniform Continuity |
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NOC:A Primer to Mathematical Optimization |
Lecture 8 - Partial and Directional Derivatives and Differnentiability (8,9) |
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NOC:A Primer to Mathematical Optimization |
Lecture 9 - Taylor's Theorem |
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NOC:A Primer to Mathematical Optimization |
Lecture 10 - Convex Sets and Convexity Preserving Operations |
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NOC:A Primer to Mathematical Optimization |
Lecture 11 - Sepration Results |
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NOC:A Primer to Mathematical Optimization |
Lecture 12 - Theorems of Alternatives (13 and 14) |
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NOC:A Primer to Mathematical Optimization |
Lecture 13 - Convex Functions |
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NOC:A Primer to Mathematical Optimization |
Lecture 14 - Properties and Zeroth Order Characterization of Convex Function |
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NOC:A Primer to Mathematical Optimization |
Lecture 15 - First-Order and Second-Order Characterization of Convex Functions |
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NOC:A Primer to Mathematical Optimization |
Lecture 16 - Convexity Preserving Operations |
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NOC:A Primer to Mathematical Optimization |
Lecture 17 - Optimality and Coerciveness |
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NOC:A Primer to Mathematical Optimization |
Lecture 18 - First-Order Optimality Condition (20 Part 1) |
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NOC:A Primer to Mathematical Optimization |
Lecture 19 - Second-Order Optimality Condition (20 Part 2) |
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NOC:A Primer to Mathematical Optimization |
Lecture 20 - General Structure of Unconstrained Optimization Algorithms |
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NOC:A Primer to Mathematical Optimization |
Lecture 21 - Inexact Line Search |
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NOC:A Primer to Mathematical Optimization |
Lecture 22 - Globel Convergence of Descent Methods (23,24) |
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NOC:A Primer to Mathematical Optimization |
Lecture 23 - Where Do Descent Methods Converge? |
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NOC:A Primer to Mathematical Optimization |
Lecture 24 - Scaling of Variables |
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NOC:A Primer to Mathematical Optimization |
Lecture 25 - Practical Stoping Criteria |
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NOC:A Primer to Mathematical Optimization |
Lecture 26 - Steepest Descent Method (28,29) |
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NOC:A Primer to Mathematical Optimization |
Lecture 27 - Newton's Method (30,31,32) |
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NOC:A Primer to Mathematical Optimization |
Lecture 28 - Quasi Newton Methods (33,34,35) |
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NOC:A Primer to Mathematical Optimization |
Lecture 29 - Conjugate Direction Methods (36,37) |
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NOC:A Primer to Mathematical Optimization |
Lecture 30 - Trust Region Methods - Part I |
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NOC:A Primer to Mathematical Optimization |
Lecture 31 - Trust Region Methods - Part II |
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NOC:A Primer to Mathematical Optimization |
Lecture 32 - A Revisit to Lagrange Multipliears Method |
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NOC:A Primer to Mathematical Optimization |
Lecture 33 - Special Cones for Contrained Optimization |
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NOC:A Primer to Mathematical Optimization |
Lecture 34 - Tangent Cone |
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NOC:A Primer to Mathematical Optimization |
Lecture 35 - First-Order KKT Optimality Conditions (42,43) |
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NOC:A Primer to Mathematical Optimization |
Lecture 36 - Second-Order KKT Optimality Conditions |
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NOC:A Primer to Mathematical Optimization |
Lecture 37 - Constraint Qualifications |
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NOC:A Primer to Mathematical Optimization |
Lecture 38 - Lagrangian Duality Theory (46 to 50) |
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NOC:A Primer to Mathematical Optimization |
Lecture 39 - Methods for Linearly Constrained Problems (51,52,53) |
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NOC:A Primer to Mathematical Optimization |
Lecture 40 - Interior-Point Method for QPP |
Link |
NOC:A Primer to Mathematical Optimization |
Lecture 41 - Penalty Methods |
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NOC:A Primer to Mathematical Optimization |
Lecture 42 - Sequential Quadratic Programming Method |
Link |
NOC:Measure Theoretic Probability 2 |
Lecture 1 |
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NOC:Measure Theoretic Probability 2 |
Lecture 2 |
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NOC:Measure Theoretic Probability 2 |
Lecture 3 |
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NOC:Measure Theoretic Probability 2 |
Lecture 4 |
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NOC:Measure Theoretic Probability 2 |
Lecture 5 |
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NOC:Measure Theoretic Probability 2 |
Lecture 6 |
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NOC:Measure Theoretic Probability 2 |
Lecture 7 |
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NOC:Measure Theoretic Probability 2 |
Lecture 8 |
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NOC:Measure Theoretic Probability 2 |
Lecture 9 |
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NOC:Measure Theoretic Probability 2 |
Lecture 10 |
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NOC:Measure Theoretic Probability 2 |
Lecture 11 |
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NOC:Measure Theoretic Probability 2 |
Lecture 12 |
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NOC:Measure Theoretic Probability 2 |
Lecture 13 |
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NOC:Measure Theoretic Probability 2 |
Lecture 14 |
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NOC:Measure Theoretic Probability 2 |
Lecture 15 |
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NOC:Measure Theoretic Probability 2 |
Lecture 16 |
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NOC:Measure Theoretic Probability 2 |
Lecture 17 |
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NOC:Measure Theoretic Probability 2 |
Lecture 18 |
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NOC:Measure Theoretic Probability 2 |
Lecture 19 |
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NOC:Measure Theoretic Probability 2 |
Lecture 20 |
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NOC:Measure Theoretic Probability 2 |
Lecture 21 |
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NOC:Measure Theoretic Probability 2 |
Lecture 22 |
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NOC:Measure Theoretic Probability 2 |
Lecture 23 |
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NOC:Measure Theoretic Probability 2 |
Lecture 24 |
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NOC:Measure Theoretic Probability 2 |
Lecture 25 |
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NOC:Measure Theoretic Probability 2 |
Lecture 26 |
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NOC:Measure Theoretic Probability 2 |
Lecture 27 |
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NOC:Measure Theoretic Probability 2 |
Lecture 28 |
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NOC:Measure Theoretic Probability 2 |
Lecture 29 |
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NOC:Measure Theoretic Probability 2 |
Lecture 30 |
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NOC:Measure Theoretic Probability 2 |
Lecture 31 |
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NOC:Measure Theoretic Probability 2 |
Lecture 32 |
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NOC:Measure Theoretic Probability 2 |
Lecture 33 |
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NOC:Measure Theoretic Probability 2 |
Lecture 34 |
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NOC:Measure Theoretic Probability 2 |
Lecture 35 |
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NOC:Measure Theoretic Probability 2 |
Lecture 36 |
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NOC:Measure Theoretic Probability 2 |
Lecture 37 |
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NOC:Measure Theoretic Probability 2 |
Lecture 38 |
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NOC:Measure Theoretic Probability 2 |
Lecture 39 |
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NOC:Measure Theoretic Probability 2 |
Lecture 40 |
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NOC:Measure Theoretic Probability 2 |
Lecture 41 |
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NOC:Measure Theoretic Probability 2 |
Lecture 42 |
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NOC:Measure Theoretic Probability 2 |
Lecture 43 |
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NOC:Measure Theoretic Probability 2 |
Lecture 44 |
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NOC:Set Theory and Mathematical Logic |
Lecture 1 - Introduction to Set Theory |
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NOC:Set Theory and Mathematical Logic |
Lecture 2 - Operations on Sets, and Functions |
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NOC:Set Theory and Mathematical Logic |
Lecture 3 - Bijective Functions |
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NOC:Set Theory and Mathematical Logic |
Lecture 4 - Equivalence Relations and Partitions |
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NOC:Set Theory and Mathematical Logic |
Lecture 5 - Cantor-Schroder-Bernstein Theorem |
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NOC:Set Theory and Mathematical Logic |
Lecture 6 - Natural Numbers in ZF Set Theory |
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NOC:Set Theory and Mathematical Logic |
Lecture 7 - Standard Number Systems in ZF Set Theory |
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NOC:Set Theory and Mathematical Logic |
Lecture 8 - (Finitary) Power Sets and Countability |
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NOC:Set Theory and Mathematical Logic |
Lecture 9 - Bijections of the set of real numbers: Dedekind cut and Cantor's middle-third set |
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NOC:Set Theory and Mathematical Logic |
Lecture 10 - Bijections of the real numbers: Continued Fractions |
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NOC:Set Theory and Mathematical Logic |
Lecture 11 - Principles of Mathematical Induction |
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NOC:Set Theory and Mathematical Logic |
Lecture 12 - Ordinal Numbers |
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NOC:Set Theory and Mathematical Logic |
Lecture 13 - Ordinal Arithmetic |
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NOC:Set Theory and Mathematical Logic |
Lecture 14 - Cardinal Numbers and Cardinal Arithmetic |
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NOC:Set Theory and Mathematical Logic |
Lecture 15 - Tutorial - Week 4 |
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NOC:Set Theory and Mathematical Logic |
Lecture 16 - Partial Orders |
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NOC:Set Theory and Mathematical Logic |
Lecture 17 - Lattices |
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NOC:Set Theory and Mathematical Logic |
Lecture 18 - Equivalents of the Axiom of Choice (AC): Zorn's Lemma (ZL) and Well-ordering theorem (WOT) |
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NOC:Set Theory and Mathematical Logic |
Lecture 19 - Tutorial - Week 5 |
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NOC:Set Theory and Mathematical Logic |
Lecture 20 - Boolean Algebras |
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NOC:Set Theory and Mathematical Logic |
Lecture 21 - Stone's Representation Theorems for Boolean Algebras |
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NOC:Set Theory and Mathematical Logic |
Lecture 22 - Some Exercises on Boolean Algebras |
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NOC:Set Theory and Mathematical Logic |
Lecture 23 - Ultrafilters in Boolean Algebras |
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NOC:Set Theory and Mathematical Logic |
Lecture 24 - Introduction to Mathematical Logic |
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NOC:Set Theory and Mathematical Logic |
Lecture 25 - Propositional Logic: Language, Formulas and Valuations |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 26 - Propositional Logic: Logical Equivalence and Lindenbaum-Tarski Algebra |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 27 - Tutorial - Week 7 |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 28 - Propositional Logic: Normal Forms of Formulas and Adequacy of Connectives |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 29 - Propositional Logic: Semantic Consequence Relation |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 30 - Propositional Logic: Syntactic Consequence Relation |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 31 - Deduction Theorem (Continued...) |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 32 - Tutorial - Week 8 |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 33 - Propositional Logic: Consistency and Soundness Theorem |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 34 - Propositional Logic: Completeness Theorem - Part I |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 35 - Propositional Logic: Completeness Theorem - Part II |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 36 - Compactness Theorem and Konig's Lemma |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 37 - Tutorial - Week 9 |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 38 - Introduction to First-Order Predicate Logic |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 39 - Predicate Logic: Terms and Formulas |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 40 - Predicate Logic: Validity of Formulas |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 41 - Tutorial - Week 10 |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 42 - Predicate Logic Substructures, Semantic Consequence Relation, and Models of Theories |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 43 - Predicate Logic: Standard Logical Equivalences, Normal Forms, and Definable Sets |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 44 - Tutorial - Week 11 |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 45 - Hyperreal Numbers |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 46 - Predicate Logic: Ultraproduct of Structures and Los's Theorem |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 47 - Predicate Logic: Compactness Theorem |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 48 - Tutorial - Week 12 |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 49 - Predicate Logic: Lowenheim-Skolem Theorems |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 50 - Predicate Logic: Reduced Products, Categoricity |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 51 - Predicate Logic: Categoricity (Continued...) and Quantifier Elimination |
Link |
NOC:Set Theory and Mathematical Logic |
Lecture 52 - Godel's Incompleteness Theorems |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 1 - Origin of Fourier series |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 2 - Convergence of a series and Riemann integration |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 3 - Riemann integration and periodic functions |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 4 - Fourier coefficients and series |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 5 - Complex Fourier series |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 6 - Riemann Lebesgue lemma and Dirichlet kernel |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 7 - Convolution of two Riemann integrable functions |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 8 - Properties of convolution |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 9 - Cesaro summability and summation by parts |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 10 - Fejer kernel |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 11 - Fejer theorem and applications |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 12 - Good kernels and Poisson kernel |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 13 - Abel summability |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 14 - Dirichlet problem |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 15 - Convergence at jump discontinuity |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 16 - Orthonormal families |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 17 - Pythagoras theorem and Parseval identity |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 18 - Pointwise convergence |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 19 - Parseval identity applications |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 20 - Divergent Fourier series |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 21 - Pointwise convergence of S_N(f) |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 22 - Isoperimetric problem |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 23 - Weyl's equidistribution theorem |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 24 - on Equidistributed sequences |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 25 - Proof of Weyl's criterion |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 26 - Fourier analysis on finite groups |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 27 - Fourier transform on Z(N) |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 28 - Inversion theorem and Parseval identity |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 29 - Results on Fourier coefficients of two functions |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 30 - Fast Fourier transform |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 31 - Fourier analysis on finite abelian group |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 32 - Fourier analysis on finite abelian groups |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 33 - Simultaneously diagonalizable operators and characters |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 34 - Results of Fourier series on finite abelian group |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 35 - Applications in Number theory |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 36 - Fourier transform on R |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 37 - Properties of Fourier transform |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 38 - Inversion formula and convolution |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 39 - Fejer kernel on R |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 40 - Schwartz space |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 41 - Convolution and Good kernel in Schwartz space |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 42 - Multiplication formula and Fourier inversion theorem |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 43 - Plancherel formula and Poisson summation formula |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 44 - Application of Poisson summation formula |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 45 - Weierstrass theorem and Heisenberg uncertainty principle |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 46 - Hermite operator |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 47 - Solution of ODE by using Fourier transform |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 48 - Laplacian equation |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 49 - Poisson kermal and mean value theorem for harmonic functions |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 50 - Wave equation |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 51 - Eigenvalues of Fourier transform |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 52 - Fourier transform on R^n |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 53 - Properties of Fourier transform on R^n |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 54 - Inversion theorem and Plancherel theorem |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 55 - Wave equation, heat equation and Poisson kernel |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 56 - Fourier series in higher dimension |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 57 - Poission summation formula |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 58 - Application of Poission summation formula |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 59 - Radon transform |
Link |
NOC:Introduction to Fourier Analysis |
Lecture 60 - Reconstruction formula |
Link |
NOC:Ordinary Differential Equations |
Lecture 1 - Vector Spaces |
Link |
NOC:Ordinary Differential Equations |
Lecture 2 - Linear Transformation |
Link |
NOC:Ordinary Differential Equations |
Lecture 3 - Matrices |
Link |
NOC:Ordinary Differential Equations |
Lecture 4 - Calculus in Several Variable |
Link |
NOC:Ordinary Differential Equations |
Lecture 5 - Lipchitz Continuity |
Link |
NOC:Ordinary Differential Equations |
Lecture 6 - Cauchy-Schwatz and Gronwall Inequality |
Link |
NOC:Ordinary Differential Equations |
Lecture 7 - Ordinary Differential Equations: Introduction |
Link |
NOC:Ordinary Differential Equations |
Lecture 8 - Differential Inequalities |
Link |
NOC:Ordinary Differential Equations |
Lecture 9 - 2nd Order Constant coefficient linear equations |
Link |
NOC:Ordinary Differential Equations |
Lecture 10 - Picard Existence and Uniqueness Theorem |
Link |
NOC:Ordinary Differential Equations |
Lecture 11 - Linear System |
Link |
NOC:Ordinary Differential Equations |
Lecture 12 - Well-Posedness of a ODE |
Link |
NOC:Ordinary Differential Equations |
Lecture 13 - Linear System - 1 |
Link |
NOC:Ordinary Differential Equations |
Lecture 14 - Linear System - 2 |
Link |
NOC:Ordinary Differential Equations |
Lecture 15 - Fundamental Matrix |
Link |
NOC:Ordinary Differential Equations |
Lecture 16 - Exponential of a Linear Operator |
Link |
NOC:Ordinary Differential Equations |
Lecture 17 - Fundamental theorem of linear Systems |
Link |
NOC:Ordinary Differential Equations |
Lecture 18 - Higher Dimensional Matrix Exponential - 1 |
Link |
NOC:Ordinary Differential Equations |
Lecture 19 - Higher Dimensional Matrix Exponential - 2 |
Link |
NOC:Ordinary Differential Equations |
Lecture 20 - Method of Eigenvalue |
Link |
NOC:Ordinary Differential Equations |
Lecture 21 - Method of Eigenvalue (Continued...) |
Link |
NOC:Ordinary Differential Equations |
Lecture 22 - Maximal Interval of Existence |
Link |
NOC:Ordinary Differential Equations |
Lecture 23 - Maximal Interval of Existence: Worked out examples |
Link |
NOC:Ordinary Differential Equations |
Lecture 24 - Periodic Linear System |
Link |
NOC:Ordinary Differential Equations |
Lecture 25 - Asymptotic behavior of solution to linear system - I |
Link |
NOC:Ordinary Differential Equations |
Lecture 26 - Asymptotic behavior of solution to linear system - II |
Link |
NOC:Ordinary Differential Equations |
Lecture 27 - Asymptotic Behavior of Linear Systems - III |
Link |
NOC:Ordinary Differential Equations |
Lecture 28 - Exact and Adjoint equations |
Link |
NOC:Ordinary Differential Equations |
Lecture 29 - Sturm Comparison Theory |
Link |
NOC:Ordinary Differential Equations |
Lecture 30 - Oscillation Theory - 2 |
Link |
NOC:Ordinary Differential Equations |
Lecture 31 - Linear Boundary Value Problem |
Link |
NOC:Ordinary Differential Equations |
Lecture 32 - Maximum Principle |
Link |
NOC:Ordinary Differential Equations |
Lecture 33 - Sturm Liouville Theory - 1 |
Link |
NOC:Ordinary Differential Equations |
Lecture 34 - Sturm Liouville Theory - 2 |
Link |
NOC:Ordinary Differential Equations |
Lecture 35 - Periodic Sturm Liouville Problem |
Link |
NOC:Ordinary Differential Equations |
Lecture 36 - Eigenfunction Expansion |
Link |
NOC:Ordinary Differential Equations |
Lecture 37 - Stability in the sense of Lyapunov - I |
Link |
NOC:Ordinary Differential Equations |
Lecture 38 - Stability in the sense of Lyapunov - II |
Link |
NOC:Ordinary Differential Equations |
Lecture 39 - Lyapunov Direct method |
Link |
NOC:Ordinary Differential Equations |
Lecture 40 - Linear two-dimensional phase space dynamics (Continued...) |
Link |
NOC:Ordinary Differential Equations |
Lecture 41 - Phase Portrait for Planar Systems |
Link |
NOC:Category Theory |
Lecture 1 - Introduction to Category Theory |
Link |
NOC:Category Theory |
Lecture 2 - Examples of Categories |
Link |
NOC:Category Theory |
Lecture 3 - Functors |
Link |
NOC:Category Theory |
Lecture 4 - Natural Transformations and Equivalences of Categories |
Link |
NOC:Category Theory |
Lecture 5 - Equivalence of Categories and some properties of morphisms |
Link |
NOC:Category Theory |
Lecture 6 - The Yoneda lemma and Representable functors |
Link |
NOC:Category Theory |
Lecture 7 - Limits and colimits - Part 1 |
Link |
NOC:Category Theory |
Lecture 8 - Limits and colimits - Part 2 |
Link |
NOC:Category Theory |
Lecture 9 - Limits and colimits - Part 3 - Interaction with functors - Adjuctions - I Definitions |
Link |
NOC:Category Theory |
Lecture 10 - Adjunctions - II Examples |
Link |
NOC:Category Theory |
Lecture 11 - Adjunctions - III Triangular identities |
Link |
NOC:Category Theory |
Lecture 12 - Adjunctions - IV General adjoint functor theorem |
Link |
NOC:Category Theory |
Lecture 13 - Adjunctions - V Special adjoint functor theorem Filtered colimits-I Basics |
Link |
NOC:Category Theory |
Lecture 14 - Filtered colimits - II Locally finitely presentable (LFP) categories |
Link |
NOC:Category Theory |
Lecture 15 - Monads - I Eilenberg-Moore and Kleisli categories |
Link |
NOC:Category Theory |
Lecture 16 - Monads - II Monadicity theorem |
Link |
NOC:Category Theory |
Lecture 17 - Monoidal categories and enriched categories |
Link |
NOC:Category Theory |
Lecture 18 - Abelian categories |
Link |
NOC:Category Theory |
Lecture 19 - Grothendieck categories and localization |
Link |
NOC:Category Theory |
Lecture 20 - Freyd-Mitchell embedding theorem Homological algebra I Diagram chasing |
Link |
NOC:Category Theory |
Lecture 21 - Homological algebra II Chain homotopy, projective resolutions and the derived category |
Link |
NOC:Category Theory |
Lecture 22 - Model categories |
Link |
NOC:Category Theory |
Lecture 23 - Topos Theory - I Elementary toposes |
Link |
NOC:Category Theory |
Lecture 24 - Topos Theory - II Grothendieck toposes |
Link |
Advanced Engineering Mathematics |
Lecture 1 - Review Groups, Fields and Matrices |
Link |
Advanced Engineering Mathematics |
Lecture 2 - Vector Spaces, Subspaces, Linearly Dependent/Independent of Vectors |
Link |
Advanced Engineering Mathematics |
Lecture 3 - Basis, Dimension, Rank and Matrix Inverse |
Link |
Advanced Engineering Mathematics |
Lecture 4 - Linear Transformation, Isomorphism and Matrix Representation |
Link |
Advanced Engineering Mathematics |
Lecture 5 - System of Linear Equations, Eigenvalues and Eigenvectors |
Link |
Advanced Engineering Mathematics |
Lecture 6 - Method to Find Eigenvalues and Eigenvectors, Diagonalization of Matrices |
Link |
Advanced Engineering Mathematics |
Lecture 7 - Jordan Canonical Form, Cayley Hamilton Theorem |
Link |
Advanced Engineering Mathematics |
Lecture 8 - Inner Product Spaces, Cauchy-Schwarz Inequality |
Link |
Advanced Engineering Mathematics |
Lecture 9 - Orthogonality, Gram-Schmidt Orthogonalization Process |
Link |
Advanced Engineering Mathematics |
Lecture 10 - Spectrum of special matrices,positive/negative definite matrices |
Link |
Advanced Engineering Mathematics |
Lecture 11 - Concept of Domain, Limit, Continuity and Differentiability |
Link |
Advanced Engineering Mathematics |
Lecture 12 - Analytic Functions, C-R Equations |
Link |
Advanced Engineering Mathematics |
Lecture 13 - Harmonic Functions |
Link |
Advanced Engineering Mathematics |
Lecture 14 - Line Integral in the Complex |
Link |
Advanced Engineering Mathematics |
Lecture 15 - Cauchy Integral Theorem |
Link |
Advanced Engineering Mathematics |
Lecture 16 - Cauchy Integral Theorem (Continued.) |
Link |
Advanced Engineering Mathematics |
Lecture 17 - Cauchy Integral Formula |
Link |
Advanced Engineering Mathematics |
Lecture 18 - Power and Taylor's Series of Complex Numbers |
Link |
Advanced Engineering Mathematics |
Lecture 19 - Power and Taylor's Series of Complex Numbers (Continued.) |
Link |
Advanced Engineering Mathematics |
Lecture 20 - Taylor's, Laurent Series of f(z) and Singularities |
Link |
Advanced Engineering Mathematics |
Lecture 21 - Classification of Singularities, Residue and Residue Theorem |
Link |
Advanced Engineering Mathematics |
Lecture 22 - Laplace Transform and its Existence |
Link |
Advanced Engineering Mathematics |
Lecture 23 - Properties of Laplace Transform |
Link |
Advanced Engineering Mathematics |
Lecture 24 - Evaluation of Laplace and Inverse Laplace Transform |
Link |
Advanced Engineering Mathematics |
Lecture 25 - Applications of Laplace Transform to Integral Equations and ODEs |
Link |
Advanced Engineering Mathematics |
Lecture 26 - Applications of Laplace Transform to PDEs |
Link |
Advanced Engineering Mathematics |
Lecture 27 - Fourier Series |
Link |
Advanced Engineering Mathematics |
Lecture 28 - Fourier Series (Continued.) |
Link |
Advanced Engineering Mathematics |
Lecture 29 - Fourier Integral Representation of a Function |
Link |
Advanced Engineering Mathematics |
Lecture 30 - Introduction to Fourier Transform |
Link |
Advanced Engineering Mathematics |
Lecture 31 - Applications of Fourier Transform to PDEs |
Link |
Advanced Engineering Mathematics |
Lecture 32 - Laws of Probability - I |
Link |
Advanced Engineering Mathematics |
Lecture 33 - Laws of Probability - II |
Link |
Advanced Engineering Mathematics |
Lecture 34 - Problems in Probability |
Link |
Advanced Engineering Mathematics |
Lecture 35 - Random Variables |
Link |
Advanced Engineering Mathematics |
Lecture 36 - Special Discrete Distributions |
Link |
Advanced Engineering Mathematics |
Lecture 37 - Special Continuous Distributions |
Link |
Advanced Engineering Mathematics |
Lecture 38 - Joint Distributions and Sampling Distributions |
Link |
Advanced Engineering Mathematics |
Lecture 39 - Point Estimation |
Link |
Advanced Engineering Mathematics |
Lecture 40 - Interval Estimation |
Link |
Advanced Engineering Mathematics |
Lecture 41 - Basic Concepts of Testing of Hypothesis |
Link |
Advanced Engineering Mathematics |
Lecture 42 - Tests for Normal Populations |
Link |
Functional Analysis |
Lecture 1 - Metric Spaces with Examples |
Link |
Functional Analysis |
Lecture 2 - Holder Inequality and Minkowski Inequality |
Link |
Functional Analysis |
Lecture 3 - Various Concepts in a Metric Space |
Link |
Functional Analysis |
Lecture 4 - Separable Metrics Spaces with Examples |
Link |
Functional Analysis |
Lecture 5 - Convergence, Cauchy Sequence, Completeness |
Link |
Functional Analysis |
Lecture 6 - Examples of Complete and Incomplete Metric Spaces |
Link |
Functional Analysis |
Lecture 7 - Completion of Metric Spaces + Tutorial |
Link |
Functional Analysis |
Lecture 8 - Vector Spaces with Examples |
Link |
Functional Analysis |
Lecture 9 - Normed Spaces with Examples |
Link |
Functional Analysis |
Lecture 10 - Banach Spaces and Schauder Basic |
Link |
Functional Analysis |
Lecture 11 - Finite Dimensional Normed Spaces and Subspaces |
Link |
Functional Analysis |
Lecture 12 - Compactness of Metric/Normed Spaces |
Link |
Functional Analysis |
Lecture 13 - Linear Operators-definition and Examples |
Link |
Functional Analysis |
Lecture 14 - Bounded Linear Operators in a Normed Space |
Link |
Functional Analysis |
Lecture 15 - Bounded Linear Functionals in a Normed Space |
Link |
Functional Analysis |
Lecture 16 - Concept of Algebraic Dual and Reflexive Space |
Link |
Functional Analysis |
Lecture 17 - Dual Basis & Algebraic Reflexive Space |
Link |
Functional Analysis |
Lecture 18 - Dual Spaces with Examples |
Link |
Functional Analysis |
Lecture 19 - Tutorial - I |
Link |
Functional Analysis |
Lecture 20 - Tutorial - II |
Link |
Functional Analysis |
Lecture 21 - Inner Product & Hilbert Space |
Link |
Functional Analysis |
Lecture 22 - Further Properties of Inner Product Spaces |
Link |
Functional Analysis |
Lecture 23 - Projection Theorem, Orthonormal Sets and Sequences |
Link |
Functional Analysis |
Lecture 24 - Representation of Functionals on a Hilbert Spaces |
Link |
Functional Analysis |
Lecture 25 - Hilbert Adjoint Operator |
Link |
Functional Analysis |
Lecture 26 - Self Adjoint, Unitary & Normal Operators |
Link |
Functional Analysis |
Lecture 27 - Tutorial - III |
Link |
Functional Analysis |
Lecture 28 - Annihilator in an IPS |
Link |
Functional Analysis |
Lecture 29 - Total Orthonormal Sets And Sequences |
Link |
Functional Analysis |
Lecture 30 - Partially Ordered Set and Zorns Lemma |
Link |
Functional Analysis |
Lecture 31 - Hahn Banach Theorem for Real Vector Spaces |
Link |
Functional Analysis |
Lecture 32 - Hahn Banach Theorem for Complex V.S. & Normed Spaces |
Link |
Functional Analysis |
Lecture 33 - Baires Category & Uniform Boundedness Theorems |
Link |
Functional Analysis |
Lecture 34 - Open Mapping Theorem |
Link |
Functional Analysis |
Lecture 35 - Closed Graph Theorem |
Link |
Functional Analysis |
Lecture 36 - Adjoint Operator |
Link |
Functional Analysis |
Lecture 37 - Strong and Weak Convergence |
Link |
Functional Analysis |
Lecture 38 - Convergence of Sequence of Operators and Functionals |
Link |
Functional Analysis |
Lecture 39 - LP - Space |
Link |
Functional Analysis |
Lecture 40 - LP - Space (Continued.) |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 1 - Motivation with few Examples |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 2 - Single - Step Methods for IVPs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 3 - Analysis of Single Step Methods |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 4 - Runge - Kutta Methods for IVPs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 5 - Higher Order Methods/Equations |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 6 - Error - Stability - Convergence of Single Step Methods |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 7 - Tutorial - I |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 8 - Tutorial - II |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 9 - Multi-Step Methods (Explicit) |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 10 - Multi-Step Methods (Implicit) |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 11 - Convergence and Stability of multi step methods |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 12 - General methods for absolute stability |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 13 - Stability Analysis of Multi Step Methods |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 14 - Predictor - Corrector Methods |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 15 - Some Comments on Multi - Step Methods |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 16 - Finite Difference Methods - Linear BVPs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 17 - Linear/Non - Linear Second Order BVPs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 18 - BVPS - Derivative Boundary Conditions |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 19 - Higher Order BVPs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 20 - Shooting Method BVPs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 21 - Tutorial - III |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 22 - Introduction to First Order PDE |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 23 - Introduction to Second Order PDE |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 24 - Finite Difference Approximations to Parabolic PDEs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 25 - Implicit Methods for Parabolic PDEs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 26 - Consistency, Stability and Convergence |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 27 - Other Numerical Methods for Parabolic PDEs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 28 - Tutorial - IV |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 29 - Matrix Stability Analysis of Finite Difference Scheme |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 30 - Fourier Series Stability Analysis of Finite Difference Scheme |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 31 - Finite Difference Approximations to Elliptic PDEs - I |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 32 - Finite Difference Approximations to Elliptic PDEs - II |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 33 - Finite Difference Approximations to Elliptic PDEs - III |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 34 - Finite Difference Approximations to Elliptic PDEs - IV |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 35 - Finite Difference Approximations to Hyperbolic PDEs - I |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 36 - Finite Difference Approximations to Hyperbolic PDEs - II |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 37 - Method of characteristics for Hyperbolic PDEs - I |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 38 - Method of characterisitcs for Hyperbolic PDEs - II |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 39 - Finite Difference Approximations to 1st order Hyperbolic PDEs |
Link |
Numerical methods of Ordinary and Partial Differential Equations |
Lecture 40 - Summary, Appendices, Remarks |
Link |
Optimization |
Lecture 1 - Optimization - Introduction |
Link |
Optimization |
Lecture 2 - Formulation of LPP |
Link |
Optimization |
Lecture 3 - Geometry of LPP and Graphical Solution of LPP |
Link |
Optimization |
Lecture 4 - Solution of LPP : Simplex Method |
Link |
Optimization |
Lecture 5 - Big - M Method |
Link |
Optimization |
Lecture 6 - Two - Phase Method |
Link |
Optimization |
Lecture 7 - Special Cases in Simple Applications |
Link |
Optimization |
Lecture 8 - Introduction to Duality Theory |
Link |
Optimization |
Lecture 9 - Dual Simplex Method |
Link |
Optimization |
Lecture 10 - Post Optimaility Analysis |
Link |
Optimization |
Lecture 11 - Integer Programming - I |
Link |
Optimization |
Lecture 12 - Integer Programming - II |
Link |
Optimization |
Lecture 13 - Introduction to Transportation Problems |
Link |
Optimization |
Lecture 14 - Solving Various types of Transportation Problems |
Link |
Optimization |
Lecture 15 - Assignment Problems |
Link |
Optimization |
Lecture 16 - Project Management |
Link |
Optimization |
Lecture 17 - Critical Path Analysis |
Link |
Optimization |
Lecture 18 - PERT |
Link |
Optimization |
Lecture 19 - Shortest Path Algorithm |
Link |
Optimization |
Lecture 20 - Travelling Salesman Problem |
Link |
Optimization |
Lecture 21 - Classical optimization techniques : Single variable optimization |
Link |
Optimization |
Lecture 22 - Unconstarined multivariable optimization |
Link |
Optimization |
Lecture 23 - Nonlinear programming with equality constraint |
Link |
Optimization |
Lecture 24 - Nonlinear programming KKT conditions |
Link |
Optimization |
Lecture 25 - Numerical optimization : Region elimination techniques |
Link |
Optimization |
Lecture 26 - Numerical optimization : Region elimination techniques (Continued.) |
Link |
Optimization |
Lecture 27 - Fibonacci Method |
Link |
Optimization |
Lecture 28 - Golden Section Methods |
Link |
Optimization |
Lecture 29 - Interpolation Methods |
Link |
Optimization |
Lecture 30 - Unconstarined optimization techniques : Direct search method |
Link |
Optimization |
Lecture 31 - Unconstarined optimization techniques : Indirect search method |
Link |
Optimization |
Lecture 32 - Nonlinear programming : constrained optimization techniques |
Link |
Optimization |
Lecture 33 - Interior and Exterior penulty Function Method |
Link |
Optimization |
Lecture 34 - Separable Programming Problem |
Link |
Optimization |
Lecture 35 - Introduction to Geometric Programming |
Link |
Optimization |
Lecture 36 - Constrained Geometric Programming Problem |
Link |
Optimization |
Lecture 37 - Dynamic Programming Problem |
Link |
Optimization |
Lecture 38 - Dynamic Programming Problem (Continued.) |
Link |
Optimization |
Lecture 39 - Multi Objective Decision Making |
Link |
Optimization |
Lecture 40 - Multi attribute decision making |
Link |
Probability and Statistics |
Lecture 1 - Algebra of Sets - I |
Link |
Probability and Statistics |
Lecture 2 - Algebra of Sets - II |
Link |
Probability and Statistics |
Lecture 3 - Introduction to Probability |
Link |
Probability and Statistics |
Lecture 4 - Laws of Probability - I |
Link |
Probability and Statistics |
Lecture 5 - Laws of Probability - II |
Link |
Probability and Statistics |
Lecture 6 - Problems in Probability |
Link |
Probability and Statistics |
Lecture 7 - Random Variables |
Link |
Probability and Statistics |
Lecture 8 - Probability Distributions |
Link |
Probability and Statistics |
Lecture 9 - Characteristics of Distribution |
Link |
Probability and Statistics |
Lecture 10 - Special Distributions - I |
Link |
Probability and Statistics |
Lecture 11 - Special Distributions - II |
Link |
Probability and Statistics |
Lecture 12 - Special Distributions - III |
Link |
Probability and Statistics |
Lecture 13 - Special Distributions - IV |
Link |
Probability and Statistics |
Lecture 14 - Special Distributions - V |
Link |
Probability and Statistics |
Lecture 15 - Special Distributions - VI |
Link |
Probability and Statistics |
Lecture 16 - Special Distributions - VII |
Link |
Probability and Statistics |
Lecture 17 - Functions of a Random Variable |
Link |
Probability and Statistics |
Lecture 18 - Joint Distributions - I |
Link |
Probability and Statistics |
Lecture 19 - Joint Distributions - II |
Link |
Probability and Statistics |
Lecture 20 - Joint Distributions - III |
Link |
Probability and Statistics |
Lecture 21 - Joint Distributions - IV |
Link |
Probability and Statistics |
Lecture 22 - Transformations of Random Vectors |
Link |
Probability and Statistics |
Lecture 23 - Sampling Distributions - I |
Link |
Probability and Statistics |
Lecture 24 - Sampling Distributions - II |
Link |
Probability and Statistics |
Lecture 25 - Descriptive Statistics - I |
Link |
Probability and Statistics |
Lecture 26 - Descriptive Statistics - II |
Link |
Probability and Statistics |
Lecture 27 - Estimation - I |
Link |
Probability and Statistics |
Lecture 28 - Estimation - II |
Link |
Probability and Statistics |
Lecture 29 - Estimation - III |
Link |
Probability and Statistics |
Lecture 30 - Estimation - IV |
Link |
Probability and Statistics |
Lecture 31 - Estimation - V |
Link |
Probability and Statistics |
Lecture 32 - Estimation - VI |
Link |
Probability and Statistics |
Lecture 33 - Testing of Hypothesis - I |
Link |
Probability and Statistics |
Lecture 34 - Testing of Hypothesis - II |
Link |
Probability and Statistics |
Lecture 35 - Testing of Hypothesis - III |
Link |
Probability and Statistics |
Lecture 36 - Testing of Hypothesis - IV |
Link |
Probability and Statistics |
Lecture 37 - Testing of Hypothesis - V |
Link |
Probability and Statistics |
Lecture 38 - Testing of Hypothesis - VI |
Link |
Probability and Statistics |
Lecture 39 - Testing of Hypothesis - VII |
Link |
Probability and Statistics |
Lecture 40 - Testing of Hypothesis - VIII |
Link |
Regression Analysis |
Lecture 1 - Simple Linear Regression |
Link |
Regression Analysis |
Lecture 2 - Simple Linear Regression (Continued...1) |
Link |
Regression Analysis |
Lecture 3 - Simple Linear Regression (Continued...2) |
Link |
Regression Analysis |
Lecture 4 - Simple Linear Regression (Continued...3) |
Link |
Regression Analysis |
Lecture 5 - Simple Linear Regression (Continued...4) |
Link |
Regression Analysis |
Lecture 6 - Multiple Linear Regression |
Link |
Regression Analysis |
Lecture 7 - Multiple Linear Regression (Continued...1) |
Link |
Regression Analysis |
Lecture 8 - Multiple Linear Regression (Continued...2) |
Link |
Regression Analysis |
Lecture 9 - Multiple Linear Regression (Continued...3) |
Link |
Regression Analysis |
Lecture 10 - Selecting the BEST Regression model |
Link |
Regression Analysis |
Lecture 11 - Selecting the BEST Regression model (Continued...1) |
Link |
Regression Analysis |
Lecture 12 - Selecting the BEST Regression model (Continued...2) |
Link |
Regression Analysis |
Lecture 13 - Selecting the BEST Regression model (Continued...3) |
Link |
Regression Analysis |
Lecture 14 - Multicollinearity |
Link |
Regression Analysis |
Lecture 15 - Multicollinearity (Continued...1) |
Link |
Regression Analysis |
Lecture 16 - Multicollinearity (Continued...2) |
Link |
Regression Analysis |
Lecture 17 - Model Adequacy Checking |
Link |
Regression Analysis |
Lecture 18 - Model Adequacy Checking (Continued...1) |
Link |
Regression Analysis |
Lecture 19 - Model Adequacy Checking (Continued...2) |
Link |
Regression Analysis |
Lecture 20 - Test for Influential Observations |
Link |
Regression Analysis |
Lecture 21 - Transformations and Weighting to correct model inadequacies |
Link |
Regression Analysis |
Lecture 22 - Transformations and Weighting to correct model inadequacies (Continued...1) |
Link |
Regression Analysis |
Lecture 23 - Transformations and Weighting to correct model inadequacies (Continued...2) |
Link |
Regression Analysis |
Lecture 24 - Dummy Variables |
Link |
Regression Analysis |
Lecture 25 - Dummy Variables (Continued...1) |
Link |
Regression Analysis |
Lecture 26 - Dummy Variables (Continued...2) |
Link |
Regression Analysis |
Lecture 27 - Polynomial Regression Models |
Link |
Regression Analysis |
Lecture 28 - Polynomial Regression Models (Continued...1) |
Link |
Regression Analysis |
Lecture 29 - Polynomial Regression Models (Continued...2) |
Link |
Regression Analysis |
Lecture 30 - Generalized Linear Models |
Link |
Regression Analysis |
Lecture 31 - Generalized Linear Models (Continued.) |
Link |
Regression Analysis |
Lecture 32 - Non-Linear Estimation |
Link |
Regression Analysis |
Lecture 33 - Regression Models with Autocorrelated Errors |
Link |
Regression Analysis |
Lecture 34 - Regression Models with Autocorrelated Errors (Continued.) |
Link |
Regression Analysis |
Lecture 35 - Measurement Errors & Calibration Problem |
Link |
Regression Analysis |
Lecture 36 - Tutorial - I |
Link |
Regression Analysis |
Lecture 37 - Tutorial - II |
Link |
Regression Analysis |
Lecture 38 - Tutorial - III |
Link |
Regression Analysis |
Lecture 39 - Tutorial - IV |
Link |
Regression Analysis |
Lecture 40 - Tutorial - V |
Link |
Statistical Inference |
Lecture 1 - Introduction and Motivation |
Link |
Statistical Inference |
Lecture 2 - Basic Concepts of Point Estimations - I |
Link |
Statistical Inference |
Lecture 3 - Basic Concepts of Point Estimations - II |
Link |
Statistical Inference |
Lecture 4 - Finding Estimators - I |
Link |
Statistical Inference |
Lecture 5 - Finding Estimators - II |
Link |
Statistical Inference |
Lecture 6 - Finding Estimators - III |
Link |
Statistical Inference |
Lecture 7 - Properties of MLEs |
Link |
Statistical Inference |
Lecture 8 - Lower Bounds for Variance - I |
Link |
Statistical Inference |
Lecture 9 - Lower Bounds for Variance - II |
Link |
Statistical Inference |
Lecture 10 - Lower Bounds for Variance - III |
Link |
Statistical Inference |
Lecture 11 - Lower Bounds for Variance - IV |
Link |
Statistical Inference |
Lecture 12 - Sufficiency |
Link |
Statistical Inference |
Lecture 13 - Sufficiency and Information |
Link |
Statistical Inference |
Lecture 14 - Minimal Sufficiency, Completeness |
Link |
Statistical Inference |
Lecture 15 - UMVU Estimation, Ancillarity |
Link |
Statistical Inference |
Lecture 16 - Invariance - I |
Link |
Statistical Inference |
Lecture 17 - Invariance - II |
Link |
Statistical Inference |
Lecture 18 - Bayes and Minimax Estimation - I |
Link |
Statistical Inference |
Lecture 19 - Bayes and Minimax Estimation - II |
Link |
Statistical Inference |
Lecture 20 - Bayes and Minimax Estimation - III |
Link |
Statistical Inference |
Lecture 21 - Testing of Hypotheses : Basic Concepts |
Link |
Statistical Inference |
Lecture 22 - Neyman Pearson Fundamental Lemma |
Link |
Statistical Inference |
Lecture 23 - Applications of NP lemma |
Link |
Statistical Inference |
Lecture 24 - UMP Tests |
Link |
Statistical Inference |
Lecture 25 - UMP Tests (Continued.) |
Link |
Statistical Inference |
Lecture 26 - UMP Unbiased Tests |
Link |
Statistical Inference |
Lecture 27 - UMP Unbiased Tests (Continued.) |
Link |
Statistical Inference |
Lecture 28 - UMP Unbiased Tests : Applications |
Link |
Statistical Inference |
Lecture 29 - Unbiased Tests for Normal Populations |
Link |
Statistical Inference |
Lecture 30 - Unbiased Tests for Normal Populations (Continued.) |
Link |
Statistical Inference |
Lecture 31 - Likelihood Ratio Tests - I |
Link |
Statistical Inference |
Lecture 32 - Likelihood Ratio Tests - II |
Link |
Statistical Inference |
Lecture 33 - Likelihood Ratio Tests - III |
Link |
Statistical Inference |
Lecture 34 - Likelihood Ratio Tests - IV |
Link |
Statistical Inference |
Lecture 35 - Invariant Tests |
Link |
Statistical Inference |
Lecture 36 - Test for Goodness of Fit |
Link |
Statistical Inference |
Lecture 37 - Sequential Procedure |
Link |
Statistical Inference |
Lecture 38 - Sequential Procedure (Continued.) |
Link |
Statistical Inference |
Lecture 39 - Confidence Intervals |
Link |
Statistical Inference |
Lecture 40 - Confidence Intervals (Continued.) |
Link |
A Basic Course in Real Analysis |
Lecture 1 - Rational Numbers and Rational Cuts |
Link |
A Basic Course in Real Analysis |
Lecture 2 - Irrational numbers, Dedekind's Theorem |
Link |
A Basic Course in Real Analysis |
Lecture 3 - Continuum and Exercises |
Link |
A Basic Course in Real Analysis |
Lecture 4 - Continuum and Exercises (Continued.) |
Link |
A Basic Course in Real Analysis |
Lecture 5 - Cantor's Theory of Irrational Numbers |
Link |
A Basic Course in Real Analysis |
Lecture 6 - Cantor's Theory of Irrational Numbers (Continued.) |
Link |
A Basic Course in Real Analysis |
Lecture 7 - Equivalence of Dedekind and Cantor's Theory |
Link |
A Basic Course in Real Analysis |
Lecture 8 - Finite, Infinite, Countable and Uncountable Sets of Real Numbers |
Link |
A Basic Course in Real Analysis |
Lecture 9 - Types of Sets with Examples, Metric Space |
Link |
A Basic Course in Real Analysis |
Lecture 10 - Various properties of open set, closure of a set |
Link |
A Basic Course in Real Analysis |
Lecture 11 - Ordered set, Least upper bound, greatest lower bound of a set |
Link |
A Basic Course in Real Analysis |
Lecture 12 - Compact Sets and its properties |
Link |
A Basic Course in Real Analysis |
Lecture 13 - Weiersstrass Theorem, Heine Borel Theorem, Connected set |
Link |
A Basic Course in Real Analysis |
Lecture 14 - Tutorial - II |
Link |
A Basic Course in Real Analysis |
Lecture 15 - Concept of limit of a sequence |
Link |
A Basic Course in Real Analysis |
Lecture 16 - Some Important limits, Ratio tests for sequences of Real Numbers |
Link |
A Basic Course in Real Analysis |
Lecture 17 - Cauchy theorems on limit of sequences with examples |
Link |
A Basic Course in Real Analysis |
Lecture 18 - Fundamental theorems on limits, Bolzano-Weiersstrass Theorem |
Link |
A Basic Course in Real Analysis |
Lecture 19 - Theorems on Convergent and divergent sequences |
Link |
A Basic Course in Real Analysis |
Lecture 20 - Cauchy sequence and its properties |
Link |
A Basic Course in Real Analysis |
Lecture 21 - Infinite series of real numbers |
Link |
A Basic Course in Real Analysis |
Lecture 22 - Comparison tests for series, Absolutely convergent and Conditional convergent series |
Link |
A Basic Course in Real Analysis |
Lecture 23 - Tests for absolutely convergent series |
Link |
A Basic Course in Real Analysis |
Lecture 24 - Raabe's test, limit of functions, Cluster point |
Link |
A Basic Course in Real Analysis |
Lecture 25 - Some results on limit of functions |
Link |
A Basic Course in Real Analysis |
Lecture 26 - Limit Theorems for functions |
Link |
A Basic Course in Real Analysis |
Lecture 27 - Extension of limit concept (one sided limits) |
Link |
A Basic Course in Real Analysis |
Lecture 28 - Continuity of Functions |
Link |
A Basic Course in Real Analysis |
Lecture 29 - Properties of Continuous Functions |
Link |
A Basic Course in Real Analysis |
Lecture 30 - Boundedness Theorem, Max-Min Theorem and Bolzano's theorem |
Link |
A Basic Course in Real Analysis |
Lecture 31 - Uniform Continuity and Absolute Continuity |
Link |
A Basic Course in Real Analysis |
Lecture 32 - Types of Discontinuities, Continuity and Compactness |
Link |
A Basic Course in Real Analysis |
Lecture 33 - Continuity and Compactness (Continued.), Connectedness |
Link |
A Basic Course in Real Analysis |
Lecture 34 - Differentiability of real valued function, Mean Value Theorem |
Link |
A Basic Course in Real Analysis |
Lecture 35 - Mean Value Theorem (Continued.) |
Link |
A Basic Course in Real Analysis |
Lecture 36 - Application of MVT , Darboux Theorem, L Hospital Rule |
Link |
A Basic Course in Real Analysis |
Lecture 37 - L'Hospital Rule and Taylor's Theorem |
Link |
A Basic Course in Real Analysis |
Lecture 38 - Tutorial - III |
Link |
A Basic Course in Real Analysis |
Lecture 39 - Riemann/Riemann Stieltjes Integral |
Link |
A Basic Course in Real Analysis |
Lecture 40 - Existence of Reimann Stieltjes Integral |
Link |
A Basic Course in Real Analysis |
Lecture 41 - Properties of Reimann Stieltjes Integral |
Link |
A Basic Course in Real Analysis |
Lecture 42 - Properties of Reimann Stieltjes Integral (Continued.) |
Link |
A Basic Course in Real Analysis |
Lecture 43 - Definite and Indefinite Integral |
Link |
A Basic Course in Real Analysis |
Lecture 44 - Fundamental Theorems of Integral Calculus |
Link |
A Basic Course in Real Analysis |
Lecture 45 - Improper Integrals |
Link |
A Basic Course in Real Analysis |
Lecture 46 - Convergence Test for Improper Integrals |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 1 - Foundations of Probability |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 2 - Laws of Probability |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 3 - Random Variables |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 4 - Moments and Special Distributions |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 5 - Moments and Special Distributions (Continued...) |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 6 - Special Distributions (Continued...) |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 7 - Special Distributions (Continued...) |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 8 - Sampling Distributions |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 9 - Parametric Methods - I |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 10 - Parametric Methods - II |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 11 - Parametric Methods - III |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 12 - Parametric Methods - IV |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 13 - Parametric Methods - V |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 14 - Parametric Methods - VI |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 15 - Parametric Methods - VII |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 16 - Multivariate Analysis - I |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 17 - Multivariate Analysis - II |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 18 - Multivariate Analysis - III |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 19 - Multivariate Analysis - IV |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 20 - Multivariate Analysis - V |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 21 - Multivariate Analysis - VI |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 22 - Multivariate Analysis - VII |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 23 - Multivariate Analysis - VIII |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 24 - Multivariate Analysis - IX |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 25 - Multivariate Analysis - X |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 26 - Multivariate Analysis - XI |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 27 - Multivariate Analysis - XII |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 28 - Non parametric Methods - I |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 29 - Non parametric Methods - II |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 30 - Non parametric Methods - III |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 31 - Non parametric Methods - IV |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 32 - Nonparametric Methods - V |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 33 - Nonparametric Methods - VI |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 34 - Nonparametric Methods - VII |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 35 - Nonparametric Methods - VIII |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 36 - Nonparametric Methods - IX |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 37 - Nonparametric Methods - X |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 38 - Nonparametric Methods - XI |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 39 - Nonparametric Methods - XII |
Link |
Statistical Methods for Scientists and Engineers |
Lecture 40 - Nonparametric Methods - XIII |
Link |
NOC:Probability and Statistics |
Lecture 1 - Sets, Classes, Collection |
Link |
NOC:Probability and Statistics |
Lecture 2 - Sequence of Sets |
Link |
NOC:Probability and Statistics |
Lecture 3 - Ring, Field (Algebra) |
Link |
NOC:Probability and Statistics |
Lecture 4 - Sigma-Ring, Sigma-Field, Monotone Class |
Link |
NOC:Probability and Statistics |
Lecture 5 - Random Experiment, Events |
Link |
NOC:Probability and Statistics |
Lecture 6 - Definitions of Probability |
Link |
NOC:Probability and Statistics |
Lecture 7 - Properties of Probability Function - I |
Link |
NOC:Probability and Statistics |
Lecture 8 - Properties of Probability Function - II |
Link |
NOC:Probability and Statistics |
Lecture 9 - Conditional Probability |
Link |
NOC:Probability and Statistics |
Lecture 10 - Independence of Events |
Link |
NOC:Probability and Statistics |
Lecture 11 - Problems in Probability - I |
Link |
NOC:Probability and Statistics |
Lecture 12 - Problems in Probability - II |
Link |
NOC:Probability and Statistics |
Lecture 13 - Random Variables |
Link |
NOC:Probability and Statistics |
Lecture 14 - Probability Distribution of a Random Variable - I |
Link |
NOC:Probability and Statistics |
Lecture 15 - Probability Distribution of a Random Variable - II |
Link |
NOC:Probability and Statistics |
Lecture 16 - Moments |
Link |
NOC:Probability and Statistics |
Lecture 17 - Characteristics of Distributions - I |
Link |
NOC:Probability and Statistics |
Lecture 18 - Characteristics of Distributions - II |
Link |
NOC:Probability and Statistics |
Lecture 19 - Special Discrete Distributions - I |
Link |
NOC:Probability and Statistics |
Lecture 20 - Special Discrete Distributions - II |
Link |
NOC:Probability and Statistics |
Lecture 21 - Special Discrete Distributions - III |
Link |
NOC:Probability and Statistics |
Lecture 22 - Poisson Process - I |
Link |
NOC:Probability and Statistics |
Lecture 23 - Poisson Process - II |
Link |
NOC:Probability and Statistics |
Lecture 24 - Special Continuous Distributions - I |
Link |
NOC:Probability and Statistics |
Lecture 25 - Special Continuous Distributions - II |
Link |
NOC:Probability and Statistics |
Lecture 26 - Special Continuous Distributions - III |
Link |
NOC:Probability and Statistics |
Lecture 27 - Special Continuous Distributions - IV |
Link |
NOC:Probability and Statistics |
Lecture 28 - Special Continuous Distributions - V |
Link |
NOC:Probability and Statistics |
Lecture 29 - Normal Distribution |
Link |
NOC:Probability and Statistics |
Lecture 30 - Problems on Normal Distribution |
Link |
NOC:Probability and Statistics |
Lecture 31 - Problems on Special Distributions - I |
Link |
NOC:Probability and Statistics |
Lecture 32 - Problems on Special Distributions - II |
Link |
NOC:Probability and Statistics |
Lecture 33 - Function of a random variable - I |
Link |
NOC:Probability and Statistics |
Lecture 34 - Function of a random variable - II |
Link |
NOC:Probability and Statistics |
Lecture 35 - Joint Distributions - I |
Link |
NOC:Probability and Statistics |
Lecture 36 - Joint Distributions - II |
Link |
NOC:Probability and Statistics |
Lecture 37 - Independence, Product Moments |
Link |
NOC:Probability and Statistics |
Lecture 38 - Linearity Property of Correlation and Examples |
Link |
NOC:Probability and Statistics |
Lecture 39 - Bivariate Normal Distribution - I |
Link |
NOC:Probability and Statistics |
Lecture 40 - Bivariate Normal Distribution - II |
Link |
NOC:Probability and Statistics |
Lecture 41 - Additive Properties of Distributions - I |
Link |
NOC:Probability and Statistics |
Lecture 42 - Additive Properties of Distributions - II |
Link |
NOC:Probability and Statistics |
Lecture 43 - Transformation of Random Variables |
Link |
NOC:Probability and Statistics |
Lecture 44 - Distribution of Order Statistics |
Link |
NOC:Probability and Statistics |
Lecture 45 - Basic Concepts |
Link |
NOC:Probability and Statistics |
Lecture 46 - Chi-Square Distribution |
Link |
NOC:Probability and Statistics |
Lecture 47 - Chi-Square Distribution (Continued...), t-Distribution |
Link |
NOC:Probability and Statistics |
Lecture 48 - F-Distribution |
Link |
NOC:Probability and Statistics |
Lecture 49 - Descriptive Statistics - I |
Link |
NOC:Probability and Statistics |
Lecture 50 - Descriptive Statistics - II |
Link |
NOC:Probability and Statistics |
Lecture 51 - Descriptive Statistics - III |
Link |
NOC:Probability and Statistics |
Lecture 52 - Descriptive Statistics - IV |
Link |
NOC:Probability and Statistics |
Lecture 53 - Introduction to Estimation |
Link |
NOC:Probability and Statistics |
Lecture 54 - Unbiased and Consistent Estimators |
Link |
NOC:Probability and Statistics |
Lecture 55 - LSE, MME |
Link |
NOC:Probability and Statistics |
Lecture 56 - Examples on MME, MLE |
Link |
NOC:Probability and Statistics |
Lecture 57 - Examples on MLE - I |
Link |
NOC:Probability and Statistics |
Lecture 58 - Examples on MLE - II, MSE |
Link |
NOC:Probability and Statistics |
Lecture 59 - UMVUE, Sufficiency, Completeness |
Link |
NOC:Probability and Statistics |
Lecture 60 - Rao - Blackwell Theorem and Its Applications |
Link |
NOC:Probability and Statistics |
Lecture 61 - Confidence Intervals - I |
Link |
NOC:Probability and Statistics |
Lecture 62 - Confidence Intervals - II |
Link |
NOC:Probability and Statistics |
Lecture 63 - Confidence Intervals - III |
Link |
NOC:Probability and Statistics |
Lecture 64 - Confidence Intervals - IV |
Link |
NOC:Probability and Statistics |
Lecture 65 - Basic Definitions |
Link |
NOC:Probability and Statistics |
Lecture 66 - Two Types of Errors |
Link |
NOC:Probability and Statistics |
Lecture 67 - Neyman-Pearson Fundamental Lemma |
Link |
NOC:Probability and Statistics |
Lecture 68 - Applications of N-P Lemma - I |
Link |
NOC:Probability and Statistics |
Lecture 69 - Applications of N-P Lemma - II |
Link |
NOC:Probability and Statistics |
Lecture 70 - Testing for Normal Mean |
Link |
NOC:Probability and Statistics |
Lecture 71 - Testing for Normal Variance |
Link |
NOC:Probability and Statistics |
Lecture 72 - Large Sample Test for Variance and Two Sample Problem |
Link |
NOC:Probability and Statistics |
Lecture 73 - Paired t-Test |
Link |
NOC:Probability and Statistics |
Lecture 74 - Examples |
Link |
NOC:Probability and Statistics |
Lecture 75 - Testing Equality of Proportions |
Link |
NOC:Probability and Statistics |
Lecture 76 - Chi-Square Test for Goodness Fit - I |
Link |
NOC:Probability and Statistics |
Lecture 77 - Chi-Square Test for Goodness Fit - II |
Link |
NOC:Probability and Statistics |
Lecture 78 - Testing for Independence in rxc Contingency Table - I |
Link |
NOC:Probability and Statistics |
Lecture 79 - Testing for Independence in rxc Contingency Table - II |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 1 - Introduction to Multivariate Statistical Modeling |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 2 - Introduction to Multivariate Statistical Modeling: Data types, models, and modeling |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 3 - Statistical approaches to model building |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 4 - Statistical approaches to model building (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 5 - Univariate Descriptive Statistics |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 6 - Univariate Descriptive Statistics (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 7 - Normal Distribution and Chi-squared Distribution |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 8 - t-distribution, F-distribution, and Central Limit Theorem |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 9 - Univariate Inferential Statistics: Estimation |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 10 - Univariate Inferential Statistics: Estimation (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 11 - Univariate Inferential Statistics: Hypothesis Testing |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 12 - Hypothesis Testing (Continued...): Decision Making Scenarios |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 13 - Multivariate Descriptive Statistics: Mean Vector |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 14 - Multivariate Descriptive Statistics: Covariance Matrix |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 15 - Multivariate Descriptive Statistics: Correlation Matrix |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 16 - Multivariate Descriptive Statistics: Relationship between correlation and covariance matrices |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 17 - Multivariate Normal Distribution |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 18 - Multivariate Normal Distribution (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 19 - Multivariate Normal Distribution (Continued...): Geometrical Interpretation |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 20 - Multivariate Normal Distribution (Continued...): Examining data for multivariate normal distribution |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 21 - Multivariate Inferential Statistics: Basics and Hotelling T-square statistic |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 22 - Multivariate Inferential Statistics: Confidence Region |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 23 - Multivariate Inferential Statistics: Simultaneous confidence interval and Hypothesis testing |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 24 - Multivariate Inferential Statistics: Hypothesis testing for equality of two population mean vectors |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 25 - Analysis of Variance (ANOVA) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 26 - Analysis of Variance (ANOVA): Decomposition of Total sum of squares |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 27 - Analysis of Variance (ANOVA): Estimation of Parameters and Model Adequacy tests |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 28 - Two-way and Three-way Analysis of Variance (ANOVA) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 29 - Tutorial ANOVA |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 30 - Tutorial ANOVA (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 31 - Multivariate Analysis of Variance (MANOVA): Conceptual Model |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 32 - Multivariate Analysis of Variance (MANOVA): Assumptions and Decomposition of total sum square and cross products (SSCP) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 33 - Multivariate Analysis of Variance (MANOVA): Decomposition of total sum square and cross products (SSCP) (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 34 - Multivariate Analysis of Variance (MANOVA): Estimation and Hypothesis testing |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 35 - MANOVA Case Study |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 36 - Multiple Linear Regression: Introduction |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 37 - Multiple Linear Regression: Assumptions and Estimation of model parameters |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 38 - Multiple Linear Regression: Sampling Distribution of parameter estimates |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 39 - Multiple Linear Regression: Sampling Distribution of parameter estimates (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 40 - Multiple Linear Regression: Model Adequacy Tests |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 41 - Multiple Linear Regression: Model Adequacy Tests (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 42 - Multiple Linear Regression: Test of Assumptions |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 43 - MLR-Model diagnostics |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 44 - MLR-case study |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 45 - Multivariate Linear Regression: Conceptual model and assumptions |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 46 - Multivariate Linear Regression: Estimation of parameters |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 47 - Multivariate Linear Regression: Estimation of parameters (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 48 - Multiple Linear Regression: Sampling Distribution of parameter estimates |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 49 - Multivariate Linear Regression: Model Adequacy Tests |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 50 - Multiple Linear Regression: Model Adequacy Tests (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 51 - Regression modeling using SPSS |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 52 - Principal Component Analysis (PCA): Conceptual Model |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 53 - Principal Component Analysis (PCA): Extraction of Principal components (PCs) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 54 - Principal Component Analysis (PCA): Model Adequacy and Interpretation |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 55 - Principal Component Analysis (PCA): Model Adequacy and Interpretation (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 56 - Factor Analysis: Basics and Orthogonal factor models |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 57 - Factor Analysis: Types of models and key questions |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 58 - Factor Analysis: Parameter Estimation |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 59 - Factor Analysis: Parameter Estimation (Continued...) |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 60 - Factor Analysis: Model Adequacy tests and factor rotation |
Link |
NOC:Applied Multivariate Statistical Modeling |
Lecture 61 - Factor Analysis: Factor scores and case study |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 1 - Introduction to PDE |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 2 - Classification of PDE |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 3 - Principle of Linear Superposition |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 4 - Standard Eigen Value Problem and Special ODEs |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 5 - Adjoint Operator |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 6 - Generalized Sturm - Louiville Problem |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 7 - Properties of Adjoint Operator |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 8 - Separation of Variables: Rectangular Coordinate Systems |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 9 - Solution of 3 Dimensional Parabolic Problem |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 10 - Solution of 4 Dimensional Parabolic problem |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 11 - Solution of 4 Dimensional Parabolic Problem (Continued...) |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 12 - Solution of Elliptical PDE |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 13 - Solution of Hyperbolic PDE |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 14 - Orthogonality of Bessel Function and 2 Dimensional Cylindrical Coordinate System |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 15 - Cylindrical Co-ordinate System - 3 Dimensional Problem |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 16 - Spherical Polar Coordinate System |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 17 - Spherical Polar Coordinate System (Continued...) |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 18 - Example of Generalized 3 Dimensional Problem |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 19 - Example of Application Oriented Problems |
Link |
NOC:Partial Differential Equations (PDE) for Engineers - Solution by Separation of Variables |
Lecture 20 - Examples of Application Oriented Problems (Continued...) |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 1 - Countable and Uncountable sets |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 2 - Properties of Countable and Uncountable sets |
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NOC:Introductory Course in Real Analysis |
Lecture 3 - Examples of Countable and Uncountable sets |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 4 - Concepts of Metric Space |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 5 - Open ball, Closed ball, Limit point of a set |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 6 - Tutorial-I |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 7 - Some theorems on Open and Closed sets |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 8 - Ordered set, Least upper bound, Greatest lower bound of a set |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 9 - Ordered set, Least upper bound, Greatest lower bound of a set (Continued...) |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 10 - Compact Set |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 11 - Properties of Compact sets |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 12 - Tutorial-II |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 13 - Heine Borel Theorem |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 14 - Weierstrass Theorem |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 15 - Cantor set and its properties |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 16 - Derived set and Dense set |
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NOC:Introductory Course in Real Analysis |
Lecture 17 - Limit of a sequence and monotone sequence |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 18 - Tutorial-III |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 19 - Some Important limits of sequences |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 20 - Ratio Test Cauchys theorems on limits of sequences of real numbers |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 21 - Fundamental theorems on limits |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 22 - Some results on limits and Bolzano-Weierstrass Theorem |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 23 - Criteria for convergent sequence |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 24 - Tutorial-IV |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 25 - Criteria for Divergent Sequence |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 26 - Cauchy Sequence |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 27 - Cauchy Convergence Criteria for Sequences |
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NOC:Introductory Course in Real Analysis |
Lecture 28 - Infinite Series of Real Numbers |
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NOC:Introductory Course in Real Analysis |
Lecture 29 - Convergence Criteria for Series of Positive Real Numbers |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 30 - Tutorial-V |
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NOC:Introductory Course in Real Analysis |
Lecture 31 - Comparison Test for Series |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 32 - Absolutely and Conditionally Convergent Series |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 33 - Rearrangement Theorem and Test for Convergence of Series |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 34 - Ratio and Integral Test for Convergence of Series |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 35 - Raabe's Test for Convergence of Series |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 36 - Tutorial-VI |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 37 - Limit of Functions and Cluster Point |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 38 - Limit of Functions (Continued...) |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 39 - Divergence Criteria for Limit |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 40 - Various Properties of Limit of Functions |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 41 - Left and Right Hand Limits for Functions |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 42 - Tutorial-VII |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 43 - Limit of Functions at Infinity |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 44 - Continuous Functions (Cauchy's Definition) |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 45 - Continuous Functions (Heine's Definition) |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 46 - Properties of Continuous Functions |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 47 - Properties of Continuous Functions (Continued...) |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 48 - Tutorial-VIII |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 49 - Boundness Theorem and Max-Min Theorem |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 50 - Location of Root and Bolzano's Theorem |
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NOC:Introductory Course in Real Analysis |
Lecture 51 - Uniform Continuity and Related Theorems |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 52 - Absolute Continuity and Related Theorems |
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NOC:Introductory Course in Real Analysis |
Lecture 53 - Types of Discontinuities |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 54 - Tutorial-IX |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 55 - Types of Discontinuities (Continued...) |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 56 - Relation between Continuity and Compact Sets |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 57 - Differentiability of Real Valued Functions |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 58 - Local Max. - Min. Cauchy's and Lagrange's Mean Value Theorem |
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NOC:Introductory Course in Real Analysis |
Lecture 59 - Rolle's Mean Value Theorems and Its Applications |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 60 - Tutorial-X |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 61 |
Link |
NOC:Introductory Course in Real Analysis |
Lecture 62 |
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NOC:Introductory Course in Real Analysis |
Lecture 63 |
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NOC:Introductory Course in Real Analysis |
Lecture 64 |
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NOC:Introductory Course in Real Analysis |
Lecture 65 |
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NOC:Introductory Course in Real Analysis |
Lecture 66 |
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NOC:Introductory Course in Real Analysis |
Lecture 67 |
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NOC:Introductory Course in Real Analysis |
Lecture 68 |
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NOC:Introductory Course in Real Analysis |
Lecture 69 |
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NOC:Introductory Course in Real Analysis |
Lecture 70 |
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NOC:Introductory Course in Real Analysis |
Lecture 71 |
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NOC:Introductory Course in Real Analysis |
Lecture 72 |
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NOC:Introductory Course in Real Analysis |
Lecture 73 |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 1 - Preliminary concepts: Fluid kinematics, stress, strain |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 2 - Cauchys equation of motion and Navier-Stokes equations |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 3 - Reduced forms of Navier-Stokes equations and Boundary conditions |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 4 - Exact solutions of Navier-Stokes equations in particular cases |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 5 - Dimensional Analysis Non-dimensionalization of Navier-Stokess equations |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 6 - Stream function formulation of Navier-Stokes equations |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 7 - Stokes flow past a cylinder |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 8 - Stokes flow past a sphere |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 9 - Elementary Lubrication Theory |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 10 - Hydrodynamics of Squeeze flow |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 11 - Solution of arbitrary Stokes flows |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 12 - Mechanics of Swimming Microorganisms |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 13 - Viscous flow past a spherical drop |
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NOC:Modeling Transport Phenomena of Microparticles |
Lecture 14 - Migration of a viscous drop under Marangoni effects |
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NOC:Modeling Transport Phenomena of Microparticles |
Lecture 15 - Singularities of Stokes flows |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 16 - Introduction to porous media |
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NOC:Modeling Transport Phenomena of Microparticles |
Lecture 17 - Flow through porous media elementary geometries |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 18 - Flow through composite porous channels |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 19 - Modeling transport of particles inside capillaries |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 20 - Modeling transport of microparticles some applications |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 21 - Introduction to Elctrokietics |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 22 - Basics on Electrostatics |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 23 - Transport Equations for Electrokinetics, Part-I |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 24 - Transport Equations for Electrokinetics, Part-II |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 25 - Electric Double Layer |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 26 - Electroosmotic flow (EOF) of ionized fluid |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 27 - EOF in micro-channel |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 28 - Non-linear EOF, Overlapping Debye Layer |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 29 - Two-dimensional EOF |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 30 - EOF near heterogeneous surface potential |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 31 - Electroosmosis in hydrophobic surface |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 32 - Numerical Methods for Boundary Value Problems (BVP) |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 33 - Numerical Methods for nonlinear BVP |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 34 - Numerical Methods for coupled set of BVP |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 35 - Numerical Methods for PDEs |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 36 - Numerical Methods for transport equations, Part-I |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 37 - Numerical Methods for transport equations, Part-II |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 38 - Electrophoresis of charged colloids, Part-I |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 39 - Electrophoresis of charged colloids, Part-II |
Link |
NOC:Modeling Transport Phenomena of Microparticles |
Lecture 40 - Gel Electrophoresis |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 1 - Introduction to Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 2 - Assumptions and Mathematical Modeling of LPP |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 3 - Geometrey of LPP |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 4 - Graphical Solution of LPP - I |
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NOC:Constrained and Unconstrained Optimization |
Lecture 5 - Graphical Solution of LPP - II |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 6 - Solution of LPP: Simplex Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 7 - Simplex Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 8 - Introduction to BIG-M Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 9 - Algorithm of BIG-M Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 10 - Problems on BIG-M Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 11 - Two Phase Method: Introduction |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 12 - Two Phase Method: Problem Solution |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 13 - Special Cases of LPP |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 14 - Degeneracy in LPP |
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NOC:Constrained and Unconstrained Optimization |
Lecture 15 - Sensitivity Analysis - I |
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NOC:Constrained and Unconstrained Optimization |
Lecture 16 - Sensitivity Analysis - II |
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NOC:Constrained and Unconstrained Optimization |
Lecture 17 - Problems on Sensitivity Analysis |
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NOC:Constrained and Unconstrained Optimization |
Lecture 18 - Introduction to Duality Theory - I |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 19 - Introduction to Duality Theory - II |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 20 - Dual Simplex Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 21 - Examples on Dual Simplex Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 22 - Interger Linear Programming |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 23 - Interger Linear Programming |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 24 - IPP: Branch and BBound Method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 25 - Mixed Integer Programming Problem |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 26 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 27 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 28 |
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NOC:Constrained and Unconstrained Optimization |
Lecture 29 |
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NOC:Constrained and Unconstrained Optimization |
Lecture 30 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 31 - Introduction to Nonlinear programming |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 32 - Graphical Solution of NLP |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 33 - Types of NLP |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 34 - One dimentional unconstrained optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 35 - Unconstrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 36 - Region Elimination Technique - 1 |
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NOC:Constrained and Unconstrained Optimization |
Lecture 37 - Region Elimination Technique - 2 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 38 - Region Elimination Technique - 3 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 39 - Unconstrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 40 - Unconstrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 41 - Multivariate Unconstrained Optimization - 1 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 42 - Multivariate Unconstrained Optimization - 2 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 43 - Unconstrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 44 - NLP with Equality Constrained - 1 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 45 - NLP with Equality Constrained - 2 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 46 - Constrained NLP - 1 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 47 - Constrained NLP - 2 |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 48 - Constrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 49 - Constrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 50 - KKT |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 51 - Constrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 52 - Constrained Optimization |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 53 - Feasible Direction |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 54 - Penalty and barrier method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 55 - Penalty method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 56 - Penalty and barrier method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 57 - Penalty and barrier method |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 58 - Dynamic programming |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 59 - Multi-Objective decision making |
Link |
NOC:Constrained and Unconstrained Optimization |
Lecture 60 - Multi-Attribute decision making |
Link |
NOC:Matrix Solver |
Lecture 1 - Introduction to Matrix Algebra - I |
Link |
NOC:Matrix Solver |
Lecture 2 - Introduction to Matrix Algebra - II |
Link |
NOC:Matrix Solver |
Lecture 3 - System of Linear Equations |
Link |
NOC:Matrix Solver |
Lecture 4 - Determinant of a Matrix |
Link |
NOC:Matrix Solver |
Lecture 5 - Determinant of a Matrix (Continued...) |
Link |
NOC:Matrix Solver |
Lecture 6 - Gauss Elimination |
Link |
NOC:Matrix Solver |
Lecture 7 - Gauss Elimination (Continued...) |
Link |
NOC:Matrix Solver |
Lecture 8 - LU Decomposition |
Link |
NOC:Matrix Solver |
Lecture 9 - Gauss-Jordon Method |
Link |
NOC:Matrix Solver |
Lecture 10 - Representation of Physical Systems as Matrix Equations |
Link |
NOC:Matrix Solver |
Lecture 11 - Tridiagonal Matrix Algorithm |
Link |
NOC:Matrix Solver |
Lecture 12 - Equations with Singular Matrices |
Link |
NOC:Matrix Solver |
Lecture 13 - Introduction to Vector Space |
Link |
NOC:Matrix Solver |
Lecture 14 - Vector Subspace |
Link |
NOC:Matrix Solver |
Lecture 15 - Column Space and Nullspace of a Matrix |
Link |
NOC:Matrix Solver |
Lecture 16 - Finding Null Space of a Matrix |
Link |
NOC:Matrix Solver |
Lecture 17 - Solving Ax=b when A is Singular |
Link |
NOC:Matrix Solver |
Lecture 18 - Linear Independence and Spanning of a Subspace |
Link |
NOC:Matrix Solver |
Lecture 19 - Basis and Dimension of a Vector Space |
Link |
NOC:Matrix Solver |
Lecture 20 - Four Fundamental Subspaces of a Matrix |
Link |
NOC:Matrix Solver |
Lecture 21 - Left and right inverse of a matrix |
Link |
NOC:Matrix Solver |
Lecture 22 - Orthogonality between the subspaces |
Link |
NOC:Matrix Solver |
Lecture 23 - Best estimate |
Link |
NOC:Matrix Solver |
Lecture 24 - Projection operation and linear transformation |
Link |
NOC:Matrix Solver |
Lecture 25 - Creating orthogonal basis vectors |
Link |
NOC:Matrix Solver |
Lecture 26 - Gram-Schmidt and modified Gram-Schmidt algorithms |
Link |
NOC:Matrix Solver |
Lecture 27 - Comparing GS and modified GS |
Link |
NOC:Matrix Solver |
Lecture 28 - Introduction to eigenvalues and eigenvectors |
Link |
NOC:Matrix Solver |
Lecture 29 - Eigenvlues and eigenvectors for real symmetric matrix |
Link |
NOC:Matrix Solver |
Lecture 30 - Positive definiteness of a matrix |
Link |
NOC:Matrix Solver |
Lecture 31 - Positive definiteness of a matrix (Continued...) |
Link |
NOC:Matrix Solver |
Lecture 32 - Basic Iterative Methods: Jacobi and Gauss-Siedel |
Link |
NOC:Matrix Solver |
Lecture 33 - Basic Iterative Methods: Matrix Representation |
Link |
NOC:Matrix Solver |
Lecture 34 - Convergence Rate and Convergence Factor for Iterative Methods |
Link |
NOC:Matrix Solver |
Lecture 35 - Numerical Experiments on Convergence |
Link |
NOC:Matrix Solver |
Lecture 36 - Steepest Descent Method: Finding Minima of a Functional |
Link |
NOC:Matrix Solver |
Lecture 37 - Steepest Descent Method: Gradient Search |
Link |
NOC:Matrix Solver |
Lecture 38 - Steepest Descent Method: Algorithm and Convergence |
Link |
NOC:Matrix Solver |
Lecture 39 - Introduction to General Projection Methods |
Link |
NOC:Matrix Solver |
Lecture 40 - Residue Norm and Minimum Residual Algorithm |
Link |
NOC:Matrix Solver |
Lecture 41 - Developing computer programs for basic iterative methods |
Link |
NOC:Matrix Solver |
Lecture 42 - Developing computer programs for projection based methods |
Link |
NOC:Matrix Solver |
Lecture 43 - Introduction to Krylov subspace methods |
Link |
NOC:Matrix Solver |
Lecture 44 - Krylov subspace methods for linear systems |
Link |
NOC:Matrix Solver |
Lecture 45 - Iterative methods for solving linear systems using Krylov subspace methods |
Link |
NOC:Matrix Solver |
Lecture 46 - Conjugate gradient methods |
Link |
NOC:Matrix Solver |
Lecture 47 - Conjugate gradient methods (Continued...) |
Link |
NOC:Matrix Solver |
Lecture 48 - Conjugate gradient methods (Continued...) and Introduction to GMRES |
Link |
NOC:Matrix Solver |
Lecture 49 - GMRES (Continued...) |
Link |
NOC:Matrix Solver |
Lecture 50 - Lanczos Biorthogonalization and BCG Algorithm |
Link |
NOC:Matrix Solver |
Lecture 51 - Numerical issues in BICG and polynomial based formulation |
Link |
NOC:Matrix Solver |
Lecture 52 - Conjugate gradient squared and Biconjugate gradient stabilized |
Link |
NOC:Matrix Solver |
Lecture 53 - Line relaxation method |
Link |
NOC:Matrix Solver |
Lecture 54 - Block relaxation method |
Link |
NOC:Matrix Solver |
Lecture 55 - Domain Decomposition and Parallel Computing |
Link |
NOC:Matrix Solver |
Lecture 56 - Preconditioners |
Link |
NOC:Matrix Solver |
Lecture 57 - Preconditioned conjugate gradient |
Link |
NOC:Matrix Solver |
Lecture 58 - Preconditioned GMRES |
Link |
NOC:Matrix Solver |
Lecture 59 - Multigrid methods - I |
Link |
NOC:Matrix Solver |
Lecture 60 - Multigrid methods - II |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 1 - Set Theory |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 2 - Set Operations |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 3 - Set Operations (Continued...) |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 4 - Set of sets |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 5 - Binary relation |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 6 - Equivalence relation |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 7 - Mapping |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 8 - Permutation |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 9 - Binary Composition |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 10 - Groupoid |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 11 - Group |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 12 - Order of an element |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 13 - Subgroup |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 14 - Cyclic Group |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 15 - Subgroup Operations |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 16 - Left Cosets |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 17 - Right Cosets |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 18 - Normal Subgroup |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 19 - Rings |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 20 - Field |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 21 - Vector Spaces |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 22 - Sub-Spaces |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 23 - Linear Span |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 24 - Basis of a Vector Space |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 25 - Dimension of a Vector space |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 26 - Complement of subspace |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 27 - Linear Transformation |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 28 - Linear Transformation (Continued...) |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 29 - More on linear mapping |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 30 - Linear Space |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 31 - Rank of a matrix |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 32 - Rank of a matrix (Continued...) |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 33 - System of linear equations |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 34 - Row rank and Column rank |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 35 - Eigen value of a matrix |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 36 - Eigen Vector |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 37 - Geometric multiplicity |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 38 - More on eigen value |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 39 - Similar matrices |
Link |
NOC:Introduction to Abstract and Linear Algebra |
Lecture 40 - Diagonalisable |
Link |
NOC:Engineering Mathematics-I |
Lecture 1 - Rolle’s Theorem |
Link |
NOC:Engineering Mathematics-I |
Lecture 2 - Mean Value Theorems |
Link |
NOC:Engineering Mathematics-I |
Lecture 3 - Indeterminate Forms - Part 1 |
Link |
NOC:Engineering Mathematics-I |
Lecture 4 - Indeterminate Forms - Part 2 |
Link |
NOC:Engineering Mathematics-I |
Lecture 5 - Taylor Polynomial and Taylor Series |
Link |
NOC:Engineering Mathematics-I |
Lecture 6 - Limit of Functions of Two Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 7 - Evaluation of Limit of Functions of Two Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 8 - Continuity of Functions of Two Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 9 - Partial Derivatives of Functions of Two Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 10 - Partial Derivatives of Higher Order |
Link |
NOC:Engineering Mathematics-I |
Lecture 11 - Derivative and Differentiability |
Link |
NOC:Engineering Mathematics-I |
Lecture 12 - Differentiability of Functions of Two Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 13 - Differentiability of Functions of Two Variables (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 14 - Differentiability of Functions of Two Variables (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 15 - Composite and Homogeneous Functions |
Link |
NOC:Engineering Mathematics-I |
Lecture 16 - Taylor’s Theorem for Functions of Two Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 17 - Maxima and Minima of Functions of Two Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 18 - Maxima and Minima of Functions of Two Variables (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 19 - Maxima and Minima of Functions of Two Variables (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 20 - Constrained Maxima and Minima |
Link |
NOC:Engineering Mathematics-I |
Lecture 21 - Improper Integrals |
Link |
NOC:Engineering Mathematics-I |
Lecture 22 - Improper Integrals (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 23 - Improper Integrals (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 24 - Improper Integrals (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 25 - Beta and Gamma Function |
Link |
NOC:Engineering Mathematics-I |
Lecture 26 - Beta and Gamma Function (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 27 - Differentiation Under Integral Sign |
Link |
NOC:Engineering Mathematics-I |
Lecture 28 - Double Integrals |
Link |
NOC:Engineering Mathematics-I |
Lecture 29 - Double Integrals (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 30 - Double Integrals (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 31 - Integral Calculus Double Integrals in Polar Form |
Link |
NOC:Engineering Mathematics-I |
Lecture 32 - Integral Calculus Double Integrals: Change of Variables |
Link |
NOC:Engineering Mathematics-I |
Lecture 33 - Integral Calculus Double Integrals: Surface Area |
Link |
NOC:Engineering Mathematics-I |
Lecture 34 - Integral Calculus Triple Integrals |
Link |
NOC:Engineering Mathematics-I |
Lecture 35 - Integral Calculus Triple Integrals (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 36 - System of Linear Equations |
Link |
NOC:Engineering Mathematics-I |
Lecture 37 - System of Linear Equations Gauss Elimination |
Link |
NOC:Engineering Mathematics-I |
Lecture 38 - System of Linear Equations Gauss Elimination (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 39 - Linear Algebra - Vector Spaces |
Link |
NOC:Engineering Mathematics-I |
Lecture 40 - Linear Independence of Vectors |
Link |
NOC:Engineering Mathematics-I |
Lecture 41 - Vector Spaces Spanning Set |
Link |
NOC:Engineering Mathematics-I |
Lecture 42 - Vector Spaces Basis and Dimension |
Link |
NOC:Engineering Mathematics-I |
Lecture 43 - Rank of a Matrix |
Link |
NOC:Engineering Mathematics-I |
Lecture 44 - Linear Transformations |
Link |
NOC:Engineering Mathematics-I |
Lecture 45 - Linear Transformations (Continued....) |
Link |
NOC:Engineering Mathematics-I |
Lecture 46 - Eigenvalues and Eigenvectors |
Link |
NOC:Engineering Mathematics-I |
Lecture 47 - Eigenvalues and Eigenvectors (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 48 - Eigenvalues and Eigenvectors (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 49 - Eigenvalues and Eigenvectors (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 50 - Eigenvalues and Eigenvectors: Diagonalization |
Link |
NOC:Engineering Mathematics-I |
Lecture 51 - Differential Equations - Introduction |
Link |
NOC:Engineering Mathematics-I |
Lecture 52 - First Order Differential Equations |
Link |
NOC:Engineering Mathematics-I |
Lecture 53 - Exact Differential Equations |
Link |
NOC:Engineering Mathematics-I |
Lecture 54 - Exact Differential Equations (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 55 - First Order Linear Differential Equations |
Link |
NOC:Engineering Mathematics-I |
Lecture 56 - Higher Order Linear Differential Equations |
Link |
NOC:Engineering Mathematics-I |
Lecture 57 - Solution of Higher Order Homogeneous Linear Equations |
Link |
NOC:Engineering Mathematics-I |
Lecture 58 - Solution of Higher Order Non-Homogeneous Linear Equations |
Link |
NOC:Engineering Mathematics-I |
Lecture 59 - Solution of Higher Order Non-Homogeneous Linear Equations (Continued...) |
Link |
NOC:Engineering Mathematics-I |
Lecture 60 - Cauchy-Euler Equations |
Link |
NOC:Integral and Vector Calculus |
Lecture 1 - Partition, Riemann intergrability and One example |
Link |
NOC:Integral and Vector Calculus |
Lecture 2 - Partition, Riemann intergrability and One example (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 3 - Condition of integrability |
Link |
NOC:Integral and Vector Calculus |
Lecture 4 - Theorems on Riemann integrations |
Link |
NOC:Integral and Vector Calculus |
Lecture 5 - Examples |
Link |
NOC:Integral and Vector Calculus |
Lecture 6 - Examples (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 7 - Reduction formula |
Link |
NOC:Integral and Vector Calculus |
Lecture 8 - Reduction formula (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 9 - Improper Integral |
Link |
NOC:Integral and Vector Calculus |
Lecture 10 - Improper Integral (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 11 - Improper Integral (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 12 - Improper Integral (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 13 - Introduction to Beta and Gamma Function |
Link |
NOC:Integral and Vector Calculus |
Lecture 14 - Beta and Gamma Function |
Link |
NOC:Integral and Vector Calculus |
Lecture 15 - Differentiation under Integral Sign |
Link |
NOC:Integral and Vector Calculus |
Lecture 16 - Differentiation under Integral Sign (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 17 - Double Integral |
Link |
NOC:Integral and Vector Calculus |
Lecture 18 - Double Integral over a Region E |
Link |
NOC:Integral and Vector Calculus |
Lecture 19 - Examples of Integral over a Region E |
Link |
NOC:Integral and Vector Calculus |
Lecture 20 - Change of variables in a Double Integral |
Link |
NOC:Integral and Vector Calculus |
Lecture 21 - Change of order of Integration |
Link |
NOC:Integral and Vector Calculus |
Lecture 22 - Triple Integral |
Link |
NOC:Integral and Vector Calculus |
Lecture 23 - Triple Integral (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 24 - Area of Plane Region |
Link |
NOC:Integral and Vector Calculus |
Lecture 25 - Area of Plane Region (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 26 - Rectification |
Link |
NOC:Integral and Vector Calculus |
Lecture 27 - Rectification (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 28 - Surface Integral |
Link |
NOC:Integral and Vector Calculus |
Lecture 29 - Surface Integral (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 30 - Surface Integral (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 31 - Volume Integral, Gauss Divergence Theorem |
Link |
NOC:Integral and Vector Calculus |
Lecture 32 - Vector Calculus |
Link |
NOC:Integral and Vector Calculus |
Lecture 33 - Limit, Continuity, Differentiability |
Link |
NOC:Integral and Vector Calculus |
Lecture 34 - Successive Differentiation |
Link |
NOC:Integral and Vector Calculus |
Lecture 35 - Integration of Vector Function |
Link |
NOC:Integral and Vector Calculus |
Lecture 36 - Gradient of a Function |
Link |
NOC:Integral and Vector Calculus |
Lecture 37 - Divergence and Curl |
Link |
NOC:Integral and Vector Calculus |
Lecture 38 - Divergence and Curl Examples |
Link |
NOC:Integral and Vector Calculus |
Lecture 39 - Divergence and Curl important Identities |
Link |
NOC:Integral and Vector Calculus |
Lecture 40 - Level Surface Relevant Theorems |
Link |
NOC:Integral and Vector Calculus |
Lecture 41 - Directional Derivative (Concept and Few Results) |
Link |
NOC:Integral and Vector Calculus |
Lecture 42 - Directional Derivative (Concept and Few Results) (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 43 - Directional Derivatives, Level Surfaces |
Link |
NOC:Integral and Vector Calculus |
Lecture 44 - Application to Mechanics |
Link |
NOC:Integral and Vector Calculus |
Lecture 45 - Equation of Tangent, Unit Tangent Vector |
Link |
NOC:Integral and Vector Calculus |
Lecture 46 - Unit Normal, Unit binormal, Equation of Normal Plane |
Link |
NOC:Integral and Vector Calculus |
Lecture 47 - Introduction and Derivation of Serret-Frenet Formula, few results |
Link |
NOC:Integral and Vector Calculus |
Lecture 48 - Example on binormal, normal tangent, Serret-Frenet Formula |
Link |
NOC:Integral and Vector Calculus |
Lecture 49 - Osculating Plane, Rectifying plane, Normal plane |
Link |
NOC:Integral and Vector Calculus |
Lecture 50 - Application to Mechanics, Velocity, speed, acceleration |
Link |
NOC:Integral and Vector Calculus |
Lecture 51 - Angular Momentum, Newton's Law |
Link |
NOC:Integral and Vector Calculus |
Lecture 52 - Example on derivation of equation of motion of particle |
Link |
NOC:Integral and Vector Calculus |
Lecture 53 - Line Integral |
Link |
NOC:Integral and Vector Calculus |
Lecture 54 - Surface integral |
Link |
NOC:Integral and Vector Calculus |
Lecture 55 - Surface integral (Continued...) |
Link |
NOC:Integral and Vector Calculus |
Lecture 56 - Green's Theorem and Example |
Link |
NOC:Integral and Vector Calculus |
Lecture 57 - Volume integral, Gauss theorem |
Link |
NOC:Integral and Vector Calculus |
Lecture 58 - Gauss divergence theorem |
Link |
NOC:Integral and Vector Calculus |
Lecture 59 - Stoke's Theorem |
Link |
NOC:Integral and Vector Calculus |
Lecture 60 - Overview of Course |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 1 - Introduction to Integral Transform and Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 2 - Existence of Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 3 - Shifting Properties of Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 4 - Laplace Transform of Derivatives and Integration of a Function - I |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 5 - Laplace Transform of Derivatives and Integration of a Function - II |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 6 - Explanation of properties of Laplace Transform using Examples |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 7 - Laplace Transform of Periodic Function |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 8 - Laplace Transform of some special Functions |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 9 - Error Function, Dirac Delta Function and their Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 10 - Bessel Function and its Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 11 - Introduction to Inverse Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 12 - Properties of Inverse Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 13 - Convolution and its Applications |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 14 - Evaluation of Integrals using Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 15 - Solution of Ordinary Differential Equations with constant coefficients using Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 16 - Solution of Ordinary Differential Equations with variable coefficients using Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 17 - Solution of Simultaneous Ordinary Differential Equations using Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 18 - Introduction to Integral Equation and its Solution Process |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 19 - Introduction to Fourier Series |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 20 - Fourier Series for Even and Odd Functions |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 21 - Fourier Series of Functions having arbitrary period - I |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 22 - Fourier Series of Functions having arbitrary period - II |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 23 - Half Range Fourier Series |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 24 - Parseval's Theorem and its Applications |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 25 - Complex form of Fourier Series |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 26 - Fourier Integral Representation |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 27 - Introduction to Fourier Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 28 - Derivation of Fourier Cosine Transform and Fourier Sine Transform of Functions |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 29 - Evaluation of Fourier Transform of various functions |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 30 - Linearity Property and Shifting Properties of Fourier Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 31 - Change of Scale and Modulation Properties of Fourier Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 32 - Fourier Transform of Derivative and Integral of a Function |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 33 - Applications of Properties of Fourier Transform - I |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 34 - Applications of Properties of Fourier Transform - II |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 35 - Fourier Transform of Convolution of two functions |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 36 - Parseval's Identity and its Application |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 37 - Evaluation of Definite Integrals using Properties of Fourier Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 38 - Fourier Transform of Dirac Delta Function |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 39 - Representation of a function as Fourier Integral |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 40 - Applications of Fourier Transform to Ordinary Differential Equations - I |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 41 - Applications of Fourier Transform to Ordinary Differential Equations - II |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 42 - Solution of Integral Equations using Fourier Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 43 - Introduction to Partial Differential Equations |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 44 - Solution of Partial Differential Equations using Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 45 - Solution of Heat Equation and Wave Equation using Laplace Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 46 - Criteria for choosing Fourier Transform, Fourier Sine Transform, Fourier Cosine Transform in solving Partial Differential Equations |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 47 - Solution of Partial Differential Equations using Fourier Cosine Transform and Fourier Sine Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 48 - Solution of Partial Differential Equations using Fourier Transform - I |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 49 - Solution of Partial Differential Equations using Fourier Transform - II |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 50 - Solving problems on Partial Differential Equations using Transform Techniques |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 51 - Introduction to Finite Fourier Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 52 - Solution of Boundary Value Problems using Finite Fourier Transform - I |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 53 - Solution of Boundary Value Problems using Finite Fourier Transform - II |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 54 - Introduction to Mellin Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 55 - Properties of Mellin Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 56 - Examples of Mellin Transform - I |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 57 - Examples of Mellin Transform - II |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 58 - Introduction to Z-Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 59 - Properties of Z-Transform |
Link |
NOC:Transform Calculus and its applications in Differential Equations |
Lecture 60 - Evaluation of Z-Transform of some functions |
Link |
NOC:Statistical Inference (2019) |
Lecture 1 - Introduction and Motivation - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 2 - Introduction and Motivation - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 3 - Basic Concepts of Point Estimations - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 4 - Basic Concepts of Point Estimations - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 5 - Basic Concepts of Point Estimations - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 6 - Basic Concepts of Point Estimations - IV |
Link |
NOC:Statistical Inference (2019) |
Lecture 7 - Finding Estimators - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 8 - Finding Estimators - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 9 - Finding Estimators - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 10 - Finding Estimators - IV |
Link |
NOC:Statistical Inference (2019) |
Lecture 11 - Finding Estimators - V |
Link |
NOC:Statistical Inference (2019) |
Lecture 12 - Finding Estimators - VI |
Link |
NOC:Statistical Inference (2019) |
Lecture 13 - Properties of MLEs - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 14 - Properties of MLEs - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 15 - Lower Bounds for Variance - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 16 - Lower Bounds for Variance - II |
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NOC:Statistical Inference (2019) |
Lecture 17 - Lower Bounds for Variance - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 18 - Lower Bounds for Variance - IV |
Link |
NOC:Statistical Inference (2019) |
Lecture 19 - Lower Bounds for Variance - V |
Link |
NOC:Statistical Inference (2019) |
Lecture 20 - Lower Bounds for Variance - VI |
Link |
NOC:Statistical Inference (2019) |
Lecture 21 - Lower Bounds for Variance - VII |
Link |
NOC:Statistical Inference (2019) |
Lecture 22 - Lower Bounds for Variance - VIII |
Link |
NOC:Statistical Inference (2019) |
Lecture 23 - Sufficiency - I |
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NOC:Statistical Inference (2019) |
Lecture 24 - Sufficiency - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 25 - Sufficiency and Information - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 26 - Sufficiency and Information - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 27 - Minimal Sufficiency, Completeness - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 28 - Minimal Sufficiency, Completeness - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 29 - UMVU Estimation, Ancillarity - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 30 - UMVU Estimation, Ancillarity - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 31 - Testing of Hypotheses : Basic Concepts - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 32 - Testing of Hypotheses : Basic Concepts - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 33 - Neyman Pearson Fundamental Lemma - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 34 - Neyman Pearson Fundamental Lemma - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 35 - Application of NP-Lemma - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 36 - Application of NP-Lemma - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 37 - UMP Tests - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 38 - UMP Tests - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 39 - UMP Tests - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 40 - UMP Tests - IV |
Link |
NOC:Statistical Inference (2019) |
Lecture 41 - UMP Unbiased Tests - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 42 - UMP Unbiased Tests - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 43 - UMP Unbiased Tests - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 44 - UMP Unbiased Tests - IV |
Link |
NOC:Statistical Inference (2019) |
Lecture 45 - Applications of UMP Unbiased Tests - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 46 - Applications of UMP Unbiased Tests - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 47 - Unbiased Test for Normal Populations - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 48 - Unbiased Test for Normal Populations - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 49 - Unbiased Test for Normal Populations - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 50 - Unbiased Test for Normal Populations - IV |
Link |
NOC:Statistical Inference (2019) |
Lecture 51 - Likelihood Ratio Tests - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 52 - Likelihood Ratio Tests - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 53 - Likelihood Ratio Tests - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 54 - Likelihood Ratio Tests - IV |
Link |
NOC:Statistical Inference (2019) |
Lecture 55 - Likelihood Ratio Tests - V |
Link |
NOC:Statistical Inference (2019) |
Lecture 56 - Likelihood Ratio Tests - VI |
Link |
NOC:Statistical Inference (2019) |
Lecture 57 - Likelihood Ratio Tests - VII |
Link |
NOC:Statistical Inference (2019) |
Lecture 58 - Likelihood Ratio Tests - VIII |
Link |
NOC:Statistical Inference (2019) |
Lecture 59 - Test for Goodness of Fit - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 60 - Test for Goodness of Fit - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 61 - Interval Estimation - I |
Link |
NOC:Statistical Inference (2019) |
Lecture 62 - Interval Estimation - II |
Link |
NOC:Statistical Inference (2019) |
Lecture 63 - Interval Estimation - III |
Link |
NOC:Statistical Inference (2019) |
Lecture 64 - Interval Estimation - IV |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 1 - Strum-Liouville Problems, Linear BVP |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 2 - Strum-Liouville Problems, Linear BVP (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 3 - Solution of BVPs by Eigen function expansion |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 4 - Solution of BVPs by Eigen function expansion (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 5 - Solutions of linear parabolic, hyperbolic and elliptic PDEs with finite domain by Eigen function expansions |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 6 - Solutions of linear parabolic, hyperbolic and elliptic PDEs with finite domain by Eigen function expansions (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 7 - Green's Function for BVP and Dirichlet Problem |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 8 - Green's Function for BVP and Dirichlet Problem (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 9 - Numerical Techniques for IVP; Shooting Method for BVP |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 10 - Numerical Techniques for IVP; Shooting Method for BVP (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 11 - Finite difference methods for linear BVP; Thomas Algorithm |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 12 - Finite difference methods for linear BVP; Thomas Algorithm (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 13 - Finite difference method for Higher-order BVP; Block tri-diagonal System |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 14 - Finite difference method for Higher-order BVP; Block tri-diagonal System (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 15 - Iterative methods for nonlinear BVP; Control volume formulation |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 16 - Iterative methods for nonlinear BVP; Control volume formulation (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 17 - Implicit scheme; Truncation error; Crank-Nicolson scheme |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 18 - Implicit scheme; Truncation error; Crank-Nicolson scheme (Continued...) |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 19 - Stability analysis of numerical schemes |
Link |
NOC:Mathematical Methods for Boundary Value Problems |
Lecture 20 - Alternating-Direction-Implicit Scheme; Successive-Over-Relaxation technique for Poisson equations |
Link |
NOC:Engineering Mathematics-II |
Lecture 1 - Vector Functions |
Link |
NOC:Engineering Mathematics-II |
Lecture 2 - Vector and Scalar Fields |
Link |
NOC:Engineering Mathematics-II |
Lecture 3 - Divergence and Curl of a Vector Field |
Link |
NOC:Engineering Mathematics-II |
Lecture 4 - Line Integrals |
Link |
NOC:Engineering Mathematics-II |
Lecture 5 - Conservative Vector Field |
Link |
NOC:Engineering Mathematics-II |
Lecture 6 - Green’s Theorem |
Link |
NOC:Engineering Mathematics-II |
Lecture 7 - Surface Integral - I |
Link |
NOC:Engineering Mathematics-II |
Lecture 8 - Surface Integral - II |
Link |
NOC:Engineering Mathematics-II |
Lecture 9 - Stokes’ Theorem |
Link |
NOC:Engineering Mathematics-II |
Lecture 10 - Divergence Theorem |
Link |
NOC:Engineering Mathematics-II |
Lecture 11 - Complex Numbers and Functions |
Link |
NOC:Engineering Mathematics-II |
Lecture 12 - Differentiability of Complex Functions |
Link |
NOC:Engineering Mathematics-II |
Lecture 13 - Analytic Functions |
Link |
NOC:Engineering Mathematics-II |
Lecture 14 - Line Integral |
Link |
NOC:Engineering Mathematics-II |
Lecture 15 - Cauchy Integral Theorem |
Link |
NOC:Engineering Mathematics-II |
Lecture 16 - Cauchy Integral Formula |
Link |
NOC:Engineering Mathematics-II |
Lecture 17 - Taylor’s Series |
Link |
NOC:Engineering Mathematics-II |
Lecture 18 - Laurent’s Series |
Link |
NOC:Engineering Mathematics-II |
Lecture 19 - Singularities |
Link |
NOC:Engineering Mathematics-II |
Lecture 20 - Residue |
Link |
NOC:Engineering Mathematics-II |
Lecture 21 - Iterative Methods for Solving System of Linear Equations |
Link |
NOC:Engineering Mathematics-II |
Lecture 22 - Iterative Methods for Solving System of Linear Equations (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 23 - Iterative Methods for Solving System of Linear Equations (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 24 - Roots of Algebraic and Transcendental Equations |
Link |
NOC:Engineering Mathematics-II |
Lecture 25 - Roots of Algebraic and Transcendental Equations (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 26 - Polynomial Interpolation |
Link |
NOC:Engineering Mathematics-II |
Lecture 27 - Polynomial Interpolation (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 28 - Polynomial Interpolation (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 29 - Polynomial Interpolation (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 30 - Numerical Integration |
Link |
NOC:Engineering Mathematics-II |
Lecture 31 - Trigonometric Polynomials and Series |
Link |
NOC:Engineering Mathematics-II |
Lecture 32 - Derivation of Fourier Series |
Link |
NOC:Engineering Mathematics-II |
Lecture 33 - Fourier Series -Evaluation |
Link |
NOC:Engineering Mathematics-II |
Lecture 34 - Convergence of Fourier Series - I |
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NOC:Engineering Mathematics-II |
Lecture 35 - Convergence of Fourier Series - II |
Link |
NOC:Engineering Mathematics-II |
Lecture 36 - Fourier Series for Even and Odd Functions |
Link |
NOC:Engineering Mathematics-II |
Lecture 37 - Half Range Fourier Expansions |
Link |
NOC:Engineering Mathematics-II |
Lecture 38 - Differentiation and Integration of Fourier Series |
Link |
NOC:Engineering Mathematics-II |
Lecture 39 - Bessel’s Inequality and Parseval’s Identity |
Link |
NOC:Engineering Mathematics-II |
Lecture 40 - Complex Form of Fourier Series |
Link |
NOC:Engineering Mathematics-II |
Lecture 41 - Fourier Integral Representation of a Function |
Link |
NOC:Engineering Mathematics-II |
Lecture 42 - Fourier Sine and Cosine Integrals |
Link |
NOC:Engineering Mathematics-II |
Lecture 43 - Fourier Cosine and Sine Transform |
Link |
NOC:Engineering Mathematics-II |
Lecture 44 - Fourier Transform |
Link |
NOC:Engineering Mathematics-II |
Lecture 45 - Properties of Fourier Transform |
Link |
NOC:Engineering Mathematics-II |
Lecture 46 - Evaluation of Fourier Transform - Part 1 |
Link |
NOC:Engineering Mathematics-II |
Lecture 47 - Evaluation of Fourier Transform - Part 2 |
Link |
NOC:Engineering Mathematics-II |
Lecture 48 - Introduction to Partial Differential Equations |
Link |
NOC:Engineering Mathematics-II |
Lecture 49 - Applications of Fourier Transform to PDEs - Part 1 |
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NOC:Engineering Mathematics-II |
Lecture 50 - Applications of Fourier Transform to PDEs - Part 2 |
Link |
NOC:Engineering Mathematics-II |
Lecture 51 - Laplace Transform of Some Elementary Functions |
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NOC:Engineering Mathematics-II |
Lecture 52 - Existence of Laplace Transform |
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NOC:Engineering Mathematics-II |
Lecture 53 - Inverse Laplace Transform |
Link |
NOC:Engineering Mathematics-II |
Lecture 54 - Properties of Laplace Transform |
Link |
NOC:Engineering Mathematics-II |
Lecture 55 - Properties of Laplace Transform (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 56 - Properties of Laplace Transform (Continued...) |
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NOC:Engineering Mathematics-II |
Lecture 57 - Laplace Transform of Special Functions |
Link |
NOC:Engineering Mathematics-II |
Lecture 58 - Laplace Transform of Special Functions (Continued...) |
Link |
NOC:Engineering Mathematics-II |
Lecture 59 - Applications of Laplace Transform |
Link |
NOC:Engineering Mathematics-II |
Lecture 60 - Applications of Laplace Transform (Continued...) |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 1 - Rolle's Theorem |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 2 - Mean Value Theorem |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 3 - Taylor's Formula (Single Variable) |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 4 - Indeterminate Forms - Part 1 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 5 - Indeterminate Forms - Part 2 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 6 - Introduction to Limit |
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NOC:Advanced Calculus For Engineers |
Lecture 7 - Evaluation of Limit |
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NOC:Advanced Calculus For Engineers |
Lecture 8 - Continuity |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 9 - First Order Partial Derivatives |
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NOC:Advanced Calculus For Engineers |
Lecture 10 - Higher Order Partial Derivatives |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 11 - Differentiability - Part 1 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 12 - Differentiability - Part 2 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 13 - Differentiability - Part 3 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 14 - Differentiability - Part 4 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 15 - Composite and Homogeneous Functions |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 16 - Taylor's Theorem (Multivariable) |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 17 - Maxima and Minima - Part 1 |
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NOC:Advanced Calculus For Engineers |
Lecture 18 - Maxima and Minima - Part 2 |
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NOC:Advanced Calculus For Engineers |
Lecture 19 - Maxima and Minima - Part 3 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 20 - Maxima and Minima - Part 4 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 21 - Formation of Differential Equations |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 22 - First Order and First Degree DE |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 23 - Exact Differential Equations |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 24 - Integrating Factor |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 25 - Linear Differential Equations |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 26 - Introduction to Higher Order DEs |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 27 - Complementary Function |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 28 - Particular Integral |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 29 - Cauchy-Euler Equations |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 30 - Method of Variation of Parameters |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 31 - Improper Integral - Part 1 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 32 - Improper Integral - Part 2 |
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NOC:Advanced Calculus For Engineers |
Lecture 33 - Improper Integral - Part 3 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 34 - Improper Integral - Part 4 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 35 - Beta and Gamma Function - Part 1 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 36 - Beta and Gamma Function - Part 2 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 37 - Differentiation under the Integral Sign |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 38 - Double Integrals - Part 1 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 39 - Double Integrals - Part 2 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 40 - Double Integrals - Part 3 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 41 - Double Integrals - Part 4 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 42 - Double Integrals - Part 5 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 43 - Double Integrals - Part 6 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 44 - Triple Integrals - Part 1 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 45 - Triple Integrals - Part 2 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 46 - Vector Functions |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 47 - Vector and Scalar Fields |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 48 - Divergence and Curl of a Vector Field |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 49 - Line Integrals |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 50 - Conservative Vector Fields |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 51 - Green's Theorem |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 52 - Surface Integrals - Part 1 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 53 - Surface Integrals - Part 2 |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 54 - Stokes' Theorem |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 55 - Divergence Theorem |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 56 - Application of Derivatives |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 57 - Application of Derivatives (Continued...) |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 58 - Properties of Gradient, Divergence and Curl |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 59 - Properties of Gradient, Divergence and Curl (Continued...) |
Link |
NOC:Advanced Calculus For Engineers |
Lecture 60 - Curl and Integrals |
Link |
NOC:Rings and Modules |
Lecture 1 - Introduction to Rings |
Link |
NOC:Rings and Modules |
Lecture 2 - Rings, Subrings |
Link |
NOC:Rings and Modules |
Lecture 3 - Ring Homomorphism, Ideals |
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NOC:Rings and Modules |
Lecture 4 - Properties of Ideals |
Link |
NOC:Rings and Modules |
Lecture 5 - Properties of Ideals (Continued...) |
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NOC:Rings and Modules |
Lecture 6 - Quotient Ring, Isomorphism Theorem |
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NOC:Rings and Modules |
Lecture 7 - Isomorphism Theorem, Homomorphism Theorem |
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NOC:Rings and Modules |
Lecture 8 - Homomorphism Theorem |
Link |
NOC:Rings and Modules |
Lecture 9 - Integral Domain, Quotient Ring |
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NOC:Rings and Modules |
Lecture 10 - Quotient Ring |
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NOC:Rings and Modules |
Lecture 11 - Prime ideals, Maximal ideals |
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NOC:Rings and Modules |
Lecture 12 - Maximal ideals |
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NOC:Rings and Modules |
Lecture 13 - Hillbert’s Nullstellensatz |
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NOC:Rings and Modules |
Lecture 14 - Hillbert’s Nullstellensatz (Continued...) |
Link |
NOC:Rings and Modules |
Lecture 15 - Application of Hillbert’s Nullstellensatz |
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NOC:Rings and Modules |
Lecture 16 - Unique Factorization domian |
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NOC:Rings and Modules |
Lecture 17 - Properties of Unique Factorization domain |
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NOC:Rings and Modules |
Lecture 18 - Principal ideal domain |
Link |
NOC:Rings and Modules |
Lecture 19 - Properties of PID and ED |
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NOC:Rings and Modules |
Lecture 20 - Properties of PID and ED (Continued...) |
Link |
NOC:Rings and Modules |
Lecture 21 - Prime elements of Z[i] |
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NOC:Rings and Modules |
Lecture 22 - Prime elements of Z[i] (Continued...) |
Link |
NOC:Rings and Modules |
Lecture 23 - Application in Z[i] |
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NOC:Rings and Modules |
Lecture 24 - Polynomial Rings over UFD |
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NOC:Rings and Modules |
Lecture 25 - Gauss's Lemma |
Link |
NOC:Rings and Modules |
Lecture 26 - Polynomial Ring over UFD and Irreducibility Criterion |
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NOC:Rings and Modules |
Lecture 27 - Irreducibility Criterion |
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NOC:Rings and Modules |
Lecture 28 - Chinese Remainder Theorem |
Link |
NOC:Rings and Modules |
Lecture 29 - Nilradical and Jacobson radical |
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NOC:Rings and Modules |
Lecture 30 - Examples and Problems |
Link |
NOC:Rings and Modules |
Lecture 31 - Definition of Modules and Examples |
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NOC:Rings and Modules |
Lecture 32 - Definition of Modules and Examples (Continued...) |
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NOC:Rings and Modules |
Lecture 33 - Submodules,direct sum and direct product of modules |
Link |
NOC:Rings and Modules |
Lecture 34 - Direct sum and direct product of modules, free modules |
Link |
NOC:Rings and Modules |
Lecture 35 - Finitely generated modules, free modules vs Vector spaces |
Link |
NOC:Rings and Modules |
Lecture 36 - Free modules vs Vector spaces |
Link |
NOC:Rings and Modules |
Lecture 37 - Vector spaces vs free modules and Examples |
Link |
NOC:Rings and Modules |
Lecture 38 - Quotient modules and module homomorphisms |
Link |
NOC:Rings and Modules |
Lecture 39 - Module homomorphism, Epimorphism theorem |
Link |
NOC:Rings and Modules |
Lecture 40 - Epimorphism theorem |
Link |
NOC:Rings and Modules |
Lecture 41 - Maximal submodules, minimal submodules |
Link |
NOC:Rings and Modules |
Lecture 42 - Freeness of submodules of a free module over a PID |
Link |
NOC:Rings and Modules |
Lecture 43 - Torsion modules, freeness of torsion-free modules over a PID |
Link |
NOC:Rings and Modules |
Lecture 44 - Rank of a module, p-submodules over a PID |
Link |
NOC:Rings and Modules |
Lecture 45 - Structure of a torsion module over a PID |
Link |
NOC:Rings and Modules |
Lecture 46 - Structure theorem, chain conditions |
Link |
NOC:Rings and Modules |
Lecture 47 - Artinian modules, Artinian rings |
Link |
NOC:Rings and Modules |
Lecture 48 - Noetherian modules, Noetherian rings |
Link |
NOC:Rings and Modules |
Lecture 49 - Ascending chain condition, Noetherian modules |
Link |
NOC:Rings and Modules |
Lecture 50 - Examples of Noetherian and Artinian modules and rings |
Link |
NOC:Rings and Modules |
Lecture 51 - Composition series, Modules of finite length |
Link |
NOC:Rings and Modules |
Lecture 52 - Jordan-Holderâ's theorem |
Link |
NOC:Rings and Modules |
Lecture 53 - Artinian rings |
Link |
NOC:Rings and Modules |
Lecture 54 - Noetherian rings |
Link |
NOC:Rings and Modules |
Lecture 55 - Hilbert basis theorem |
Link |
NOC:Rings and Modules |
Lecture 56 - Cohenâ's theorem on Noetherianness |
Link |
NOC:Rings and Modules |
Lecture 57 - Nakayama lemma |
Link |
NOC:Rings and Modules |
Lecture 58 - Nil and Jacobson radicals in Artinian rings |
Link |
NOC:Rings and Modules |
Lecture 59 - Structure theorem |
Link |
NOC:Rings and Modules |
Lecture 60 - Comparison between Artinian and Noetherian rings |
Link |
NOC:Advanced Computational Techniques |
Lecture 1 - Polynomial Interpolation |
Link |
NOC:Advanced Computational Techniques |
Lecture 2 - Polynomial Interpolation |
Link |
NOC:Advanced Computational Techniques |
Lecture 3 - Polynomial Interpolation |
Link |
NOC:Advanced Computational Techniques |
Lecture 4 - Spline Interpolation |
Link |
NOC:Advanced Computational Techniques |
Lecture 5 - Spline Interpolation |
Link |
NOC:Advanced Computational Techniques |
Lecture 6 - Numerical Quadrature |
Link |
NOC:Advanced Computational Techniques |
Lecture 7 - Numerical Quadrature (Continued...) |
Link |
NOC:Advanced Computational Techniques |
Lecture 8 - Least Squares Approximation |
Link |
NOC:Advanced Computational Techniques |
Lecture 9 - Linear System of Equations |
Link |
NOC:Advanced Computational Techniques |
Lecture 10 - Linear System of Equations (Continued... ) |
Link |
NOC:Advanced Computational Techniques |
Lecture 11 - Initial Value Problems (IVP) |
Link |
NOC:Advanced Computational Techniques |
Lecture 12 - Initial Value Problems (Continued...) |
Link |
NOC:Advanced Computational Techniques |
Lecture 13 - Initial Value Problems (Continued...) |
Link |
NOC:Advanced Computational Techniques |
Lecture 14 - Initial Value Problems (Continued...) |
Link |
NOC:Advanced Computational Techniques |
Lecture 15 - Linear Boundary Value Problem (BVP) |
Link |
NOC:Advanced Computational Techniques |
Lecture 16 - Linear Boundary Value Problem (BVP) (Continued...) |
Link |
NOC:Advanced Computational Techniques |
Lecture 17 - Non-linear BVP, Iterative Method |
Link |
NOC:Advanced Computational Techniques |
Lecture 18 - Linear Parabolic PDE |
Link |
NOC:Advanced Computational Techniques |
Lecture 19 - Hyperbolic PDE |
Link |
NOC:Advanced Computational Techniques |
Lecture 20 - Non-linear advection-diffusion equation |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 1 - Vector Spaces |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 2 - Vector Subspaces |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 3 - Linear Span and Linear Dependence |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 4 - Linear Independence |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 5 - Basis and Dimension |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 6 - Linear Functionals |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 7 - Norm of Vector - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 8 - Norm of Vector - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 9 - Linear Functions |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 10 - Affine Functions and Examples |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 11 - Examples of Linear and Affine Functions |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 12 - Function Composition |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 13 - System of Linear Equations |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 14 - Left Invertibility |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 15 - Invertibility of Matrices |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 16 - Triangular Systems |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 17 - LU Decomposition - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 18 - LU Decomposition - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 19 - QR Decomposition (Rotators) - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 20 - QR Decomposition (Rotators) - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 21 - QR Decomposition (Reflectors) - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 22 - QR Decomposition (Reflectors) - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 23 - Matrix Norms |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 24 - Sensitivity Analysis |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 25 - Condition Number of a Matrix |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 26 - Sensitivity Analysis - II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 27 - Sensitivity Analysis - III |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 28 - Least Squares - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 29 - Least Squares - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 30 - Least Squares - Part III |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 31 - Least Squares Data Fitting |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 32 - Examples of LS data fitting |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 33 - Classification using Least Squares |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 34 - Examples of LS classification |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 35 - Constrained Least Squares |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 36 - Multiobjective Least Squares |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 37 - Eigenvalues and Eigenvectors - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 38 - Eigenvalues and Eigenvectors - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 39 - Spectral Decomposition Theorem |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 40 - Positive Definite Matrices |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 41 - Singular Value Decomposition (SVD) |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 42 - Proof of SVD |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 43 - Properties of SVD |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 44 - Another Proof of SVD |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 45 - Low Rank Approximations |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 46 - Principal Component Analysis |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 47 - SVD and Pseudo - Inverse |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 48 - SVD and the Least Squares Problem |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 49 - Sensitivity Analysis of the Least Squares Problem |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 50 - Power Method |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 51 - Directed Graphs and Properties |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 52 - Page Ranking Algorithm |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 53 - Inverse Eigen Value Problem |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 54 - Fastest Mixing Markov Chains on Graphs - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 55 - Fastest Mixing Markov Chains on Graphs - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 56 - Sparse Solution and Underdetermined Systems |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 57 - Structured Low Rank Approximations - Part I |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 58 - Structured Low Rank Approximations - Part II |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 59 - Structured Low Rank Approximations - Part III |
Link |
NOC:Applied Linear Algebra in AI and ML |
Lecture 60 - Recap |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 1 - Introduction on functions of a single variable |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 2 - Basic definitions |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 3 - Mean value Theorems |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 4 - Extremum of function of single variable |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 5 - Examples |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 6 - Introduction on functions of two variable |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 7 - Basic definitions |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 8 - Partial differentiation |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 9 - Extremum of function of two variable |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 10 - Examples |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 11 - Convergence and divergence test |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 12 - Beta function, Gamma function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 13 - Differentiation under integral sign |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 14 - Line integral, integration in R^2 (Double integral) |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 15 - Examples |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 16 - Double integral |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 17 - Integration in R3 |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 18 - Triple integral |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 19 - Examples |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 20 - Introduction to Differential equation |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 21 - Exact form |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 22 - Second order differential equation |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 23 - Iterative method (bisection and fixed point) |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 24 - Newton-Raphson, Jacobi and Gauss-Seidel method |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 25 - Finite difference method |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 26 - Newton's forward and backward interpolation |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 27 - Numerical integration |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 28 - Vector space and Subspace |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 29 - Basis and dimension |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 30 - Rank of a matrix |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 31 - Gauss-Elimination Method |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 32 - Linear Transformation |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 33 - Examples |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 34 - Matrix Representation |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 35 - Eigenvalues and Eigenvectors |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 36 - Cayley-Hamilton Theorem |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 37 - Diagonalisation of a Matrix |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 38 - Examples and applications |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 39 - Types of matrices |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 40 - Equivalent Matrices and Elementary Matrices |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 41 - Introduction to the vector function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 42 - Differentiation and integration of the vector function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 43 - Partial differentiation of vector function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 44 - Directional derivative of a vector function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 45 - Examples on directional derivative, tangent plane and normal |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 46 - Divergence and curl of a vector function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 47 - Application to mechanics of vector calculus |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 48 - Serret-Frenet formula and more applications to mechanics |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 49 - Examples on finding unit vectors, curvature and torsion |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 50 - Application of vector calculus to the particle dynamics |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 51 - Line integral of vector function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 52 - Surface integral of vector function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 53 - Volume integral of vector function and Gauss Divergence Theorem |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 54 - Green's theorem and Stoke's theorem |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 55 - Verification and application of Divergencen theorem, Green's theorem and Stoke's theorem |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 56 - Basic properties of a complex valued function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 57 - Analytic Complex valued function |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 58 - Complex Integration and theorems |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 59 - Application of Cauchy's integral formula |
Link |
NOC:Advanced Engineering Mathematics (2023) |
Lecture 60 - Regular and Singular point of a complex valued function |
Link |
NOC:Essentials of Topology |
Lecture 1 - Introduction |
Link |
NOC:Essentials of Topology |
Lecture 2 - Sets and Functions - I |
Link |
NOC:Essentials of Topology |
Lecture 3 - Sets and Functions - II |
Link |
NOC:Essentials of Topology |
Lecture 4 - Sets and Functions - III |
Link |
NOC:Essentials of Topology |
Lecture 5 - Sets and Functions - IV |
Link |
NOC:Essentials of Topology |
Lecture 6 - Metric Spaces |
Link |
NOC:Essentials of Topology |
Lecture 7 - Topological Spaces |
Link |
NOC:Essentials of Topology |
Lecture 8 - Topological Spaces (Examples) |
Link |
NOC:Essentials of Topology |
Lecture 9 - Typologies on R - I |
Link |
NOC:Essentials of Topology |
Lecture 10 - Typologies on R - II |
Link |
NOC:Essentials of Topology |
Lecture 11 - Comparison of topologies |
Link |
NOC:Essentials of Topology |
Lecture 12 - Closed sets |
Link |
NOC:Essentials of Topology |
Lecture 13 - Basis for a topology - I |
Link |
NOC:Essentials of Topology |
Lecture 14 - Basis for a topology - II |
Link |
NOC:Essentials of Topology |
Lecture 15 - A topology on R^2 |
Link |
NOC:Essentials of Topology |
Lecture 16 - Subbasis and Neighborhood |
Link |
NOC:Essentials of Topology |
Lecture 17 - Limit points of sets |
Link |
NOC:Essentials of Topology |
Lecture 18 - Closure of sets |
Link |
NOC:Essentials of Topology |
Lecture 19 - Interior and boundary of sets |
Link |
NOC:Essentials of Topology |
Lecture 20 - Subspaces |
Link |
NOC:Essentials of Topology |
Lecture 21 - Product topology |
Link |
NOC:Essentials of Topology |
Lecture 22 - Product and Box topologies |
Link |
NOC:Essentials of Topology |
Lecture 23 - The Quotient topology |
Link |
NOC:Essentials of Topology |
Lecture 24 - Krakowski closure/interior operator |
Link |
NOC:Essentials of Topology |
Lecture 25 - Countability axioms - I |
Link |
NOC:Essentials of Topology |
Lecture 26 - Countability axioms - II |
Link |
NOC:Essentials of Topology |
Lecture 27 - Countability axioms - III |
Link |
NOC:Essentials of Topology |
Lecture 28 - Continuous functions - I |
Link |
NOC:Essentials of Topology |
Lecture 29 - Continuous functions - II |
Link |
NOC:Essentials of Topology |
Lecture 30 - Continuous functions - III |
Link |
NOC:Essentials of Topology |
Lecture 31 - Continuous functions - IV |
Link |
NOC:Essentials of Topology |
Lecture 32 - Homeomorphisms - I |
Link |
NOC:Essentials of Topology |
Lecture 33 - Homeomorphisms - II |
Link |
NOC:Essentials of Topology |
Lecture 34 - Homeomorphisms - III |
Link |
NOC:Essentials of Topology |
Lecture 35 - Connectedness - I |
Link |
NOC:Essentials of Topology |
Lecture 36 - Connectedness - II |
Link |
NOC:Essentials of Topology |
Lecture 37 - Connectedness - III |
Link |
NOC:Essentials of Topology |
Lecture 38 - Connectedness - IV |
Link |
NOC:Essentials of Topology |
Lecture 39 - Connectedness - V |
Link |
NOC:Essentials of Topology |
Lecture 40 - Connectedness - VI |
Link |
NOC:Essentials of Topology |
Lecture 41 - Connectedness - VII |
Link |
NOC:Essentials of Topology |
Lecture 42 - Connectedness - VIII |
Link |
NOC:Essentials of Topology |
Lecture 43 - Path connectedness - I |
Link |
NOC:Essentials of Topology |
Lecture 44 - Path connectedness - II |
Link |
NOC:Essentials of Topology |
Lecture 45 - Path connectedness - III |
Link |
NOC:Essentials of Topology |
Lecture 46 - Path components and Local connectedness |
Link |
NOC:Essentials of Topology |
Lecture 47 - Local connectedness |
Link |
NOC:Essentials of Topology |
Lecture 48 - Local path connectedness |
Link |
NOC:Essentials of Topology |
Lecture 49 - Compactness - I |
Link |
NOC:Essentials of Topology |
Lecture 50 - Compactness - II |
Link |
NOC:Essentials of Topology |
Lecture 51 - Compactness - III |
Link |
NOC:Essentials of Topology |
Lecture 52 - Compactness - IV |
Link |
NOC:Essentials of Topology |
Lecture 53 - Compactness - V |
Link |
NOC:Essentials of Topology |
Lecture 54 - Compactness - VI |
Link |
NOC:Essentials of Topology |
Lecture 55 - Compactness - VII |
Link |
NOC:Essentials of Topology |
Lecture 56 - Compactness - VIII |
Link |
NOC:Essentials of Topology |
Lecture 57 - Compactness - IX |
Link |
NOC:Essentials of Topology |
Lecture 58 - Compactness - X |
Link |
NOC:Essentials of Topology |
Lecture 59 - One-point compactifications - I |
Link |
NOC:Essentials of Topology |
Lecture 60 - One-point compactifications - II |
Link |
NOC:Essentials of Topology |
Lecture 61 - Separation axioms - I |
Link |
NOC:Essentials of Topology |
Lecture 62 - Separation axioms - II |
Link |
NOC:Essentials of Topology |
Lecture 63 - Separation axioms - III |
Link |
NOC:Essentials of Topology |
Lecture 64 - Separation axioms - IV |
Link |
NOC:Essentials of Topology |
Lecture 65 - Separation axioms - V |
Link |
NOC:Essentials of Topology |
Lecture 66 - Separation axioms - VI |
Link |
NOC:Essentials of Topology |
Lecture 67 - Separation axioms - VII |
Link |
NOC:Essentials of Topology |
Lecture 68 - Separation axioms - VIII |
Link |
NOC:Essentials of Topology |
Lecture 69 - Tychonoff theorem - I |
Link |
NOC:Essentials of Topology |
Lecture 70 - Tychonoff theorem - II |
Link |
NOC:Essentials of Topology |
Lecture 71 - Stone-Cech compactification - I |
Link |
NOC:Essentials of Topology |
Lecture 72 - Stone-Cech compactification - II |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 1 - Linear Algebra and Introduction |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 2 - Computational Difficulties |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 3 - Computational Error |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 4 - Stability |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 5 - Gaussian Elimination |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 6 - LU Factorization |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 7 - Iterative refinement |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 8 - QR Factorization |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 9 - Gram-Schmidt Orthogonalization |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 10 - Cholesky Decomposition |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 11 - Projections |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 12 - House-Holder Reflectors |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 13 - Image Compression |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 14 - Singular Value Decomposition |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 15 - Least Square Solutions |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 16 - Pseudo-Inverse |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 17 - Normal Equations |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 18 - Eigenvalue problems |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 19 - Gershgorin Theorem |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 20 - Similarity Transforms |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 21 - Eigenvalues |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 22 - Sensitivity Vectors |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 23 - Power method |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 24 - Schur Decomposition |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 25 - Jordan Canonical form |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 26 - QR Iteration |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 27 - Heisenberg transformation |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 28 - Rayleigh Quotient |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 29 - Symmetric eigenvalue problem |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 30 - Jacobi Method |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 31 - Divide and Conquer |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 32 - Computing the Singular Value Decomposition |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 33 - Golub-Kahan-Reinsch Algorithm |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 34 - Chan SVD Algorithm |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 35 - Generalized SVD |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 36 - Generalized and Quadratic Eigenvalue Problems |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 37 - Generalized Schur Decomposition (QZ Decomposition) |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 38 - Iterative Methods for Large Linear Systems: Jacobi |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 39 - Iterative methods for large linear systems: Gauss-Seidel Method |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 40 - Iterative methods for large linear systems: SOR method |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 41 - Convergence of iterative algorithms |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 42 - Krylov subspace methods |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 43 - Lanczos |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 44 - Arnoldi |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 45 - Stability of the Cholesky QR Algorithm |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 46 - Conditioning of the eigenvalues |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 47 - Symmetric definite pencil |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 48 - AI applications |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 49 - Sensitive systems |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 50 - Real Life Systems |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 51 - Transient thermal systems |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 52 - Left Inverse |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 53 - Right Inverse |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 54 - Generalized Inverse |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 55 - Applications |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 56 - Applications (Continued...) |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 57 - Applications (Continued...) |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 58 - Applications (Continued...) |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 59 - Applications (Continued...) |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 60 - Applications of the Matrices in Real Life Systems |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 61 - Matrices and Its Fundamentals: Recalling Examples |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 62 - Properties of Matrices: Recalling and Revision, Examples |
Link |
NOC:Numerical Linear Algebra and Application |
Lecture 63 - Matrices: Finite Digit Arithmetic: recalling and Examples |
Link |
NOC:Mathematics for Machine Learning |
Lecture 1 - Introduction to Machine Learning |
Link |
NOC:Mathematics for Machine Learning |
Lecture 2 - Few Instances of Learning |
Link |
NOC:Mathematics for Machine Learning |
Lecture 3 - Loss Function Optimization |
Link |
NOC:Mathematics for Machine Learning |
Lecture 4 - Phases of Machine Learning Systems |
Link |
NOC:Mathematics for Machine Learning |
Lecture 5 - Single-layer and multi-layer neurons |
Link |
NOC:Mathematics for Machine Learning |
Lecture 6 - Introduction to Convexity |
Link |
NOC:Mathematics for Machine Learning |
Lecture 7 - Study on Convex Function |
Link |
NOC:Mathematics for Machine Learning |
Lecture 8 - Formation of Convex Hull |
Link |
NOC:Mathematics for Machine Learning |
Lecture 9 - Optimization of Functions |
Link |
NOC:Mathematics for Machine Learning |
Lecture 10 - Convex Optimization Problem |
Link |
NOC:Mathematics for Machine Learning |
Lecture 11 - Directional derivative, Gradient, Jacobian, Firest Order Taylor Formula |
Link |
NOC:Mathematics for Machine Learning |
Lecture 12 - Gradient, Jacobian, First order Taylor formula |
Link |
NOC:Mathematics for Machine Learning |
Lecture 13 - Gradient Descent Optimization Technique |
Link |
NOC:Mathematics for Machine Learning |
Lecture 14 - Gradient Descent, Interpretation from Taylor approximation |
Link |
NOC:Mathematics for Machine Learning |
Lecture 15 - Sub-Gradient Descent Optimization Technique |
Link |
NOC:Mathematics for Machine Learning |
Lecture 16 - Introduction to Underfitting and Overfitting |
Link |
NOC:Mathematics for Machine Learning |
Lecture 17 - Relation of Bias and Variance to Underfitting and Overfitting |
Link |
NOC:Mathematics for Machine Learning |
Lecture 18 - Bias-Variance Trade-off |
Link |
NOC:Mathematics for Machine Learning |
Lecture 19 - Ridge Regression |
Link |
NOC:Mathematics for Machine Learning |
Lecture 20 - LASSO Regression |
Link |
NOC:Mathematics for Machine Learning |
Lecture 21 - Stochastic Gradient descent |
Link |
NOC:Mathematics for Machine Learning |
Lecture 22 - Stochastic Gradient descent (Continued...) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 23 - Variants of Gradient descent |
Link |
NOC:Mathematics for Machine Learning |
Lecture 24 - Momentum based Gradient descent |
Link |
NOC:Mathematics for Machine Learning |
Lecture 25 - Accelerated Gradient descent |
Link |
NOC:Mathematics for Machine Learning |
Lecture 26 - Linear Predictors (Logistic Regression) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 27 - Linear Predictors (Logistic Regression) (Continued....) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 28 - Linear Predictors (Logistic Regression) (Continued....) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 29 - Linear Predictors (Logistic Regression) (Continued....) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 30 - Linear Predictors (Support Vector Machines) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 31 - Introduction to Theory of Estimation |
Link |
NOC:Mathematics for Machine Learning |
Lecture 32 - Probability Theory |
Link |
NOC:Mathematics for Machine Learning |
Lecture 33 - Discrete Probability Distribution |
Link |
NOC:Mathematics for Machine Learning |
Lecture 34 - Continuous Probability Distribution |
Link |
NOC:Mathematics for Machine Learning |
Lecture 35 - Maximum likelihood Estimation |
Link |
NOC:Mathematics for Machine Learning |
Lecture 36 - MLE for Discrete Probability Distribution |
Link |
NOC:Mathematics for Machine Learning |
Lecture 37 - MLE for Continuous Probability Distribution |
Link |
NOC:Mathematics for Machine Learning |
Lecture 38 - Properties of Estimators |
Link |
NOC:Mathematics for Machine Learning |
Lecture 39 - MLE for Linear and Logistic Regression |
Link |
NOC:Mathematics for Machine Learning |
Lecture 40 - MLE for Naïve Bayes Model |
Link |
NOC:Mathematics for Machine Learning |
Lecture 41 - Eigen value and eigen vector, Linearly independent vectors |
Link |
NOC:Mathematics for Machine Learning |
Lecture 42 - Orthogonal Basis, Eigen value decomposition |
Link |
NOC:Mathematics for Machine Learning |
Lecture 43 - Orthogonal Basis, Eigen value decomposition (Continued...) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 44 - Principal Component Analysis |
Link |
NOC:Mathematics for Machine Learning |
Lecture 45 - Principal Component Analysis (Continued...) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 46 - Introduction to Dynamical System |
Link |
NOC:Mathematics for Machine Learning |
Lecture 47 - Dynamical System and Control |
Link |
NOC:Mathematics for Machine Learning |
Lecture 48 - Discrete Fourier Transform |
Link |
NOC:Mathematics for Machine Learning |
Lecture 49 - Inverse Fourier Transform |
Link |
NOC:Mathematics for Machine Learning |
Lecture 50 - Applications: Discrete Fourier Transform |
Link |
NOC:Mathematics for Machine Learning |
Lecture 51 - Introduction to Mixture models |
Link |
NOC:Mathematics for Machine Learning |
Lecture 52 - Introduction to Gaussian Mixture Models |
Link |
NOC:Mathematics for Machine Learning |
Lecture 53 - EM Algorithm |
Link |
NOC:Mathematics for Machine Learning |
Lecture 54 - EM Algorithm (Continued...) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 55 - A brief application to predict HMM parameters |
Link |
NOC:Mathematics for Machine Learning |
Lecture 56 - Conditional probability, Bayes theorem |
Link |
NOC:Mathematics for Machine Learning |
Lecture 57 - Bayes Decision Rule |
Link |
NOC:Mathematics for Machine Learning |
Lecture 58 - Bayes Decision Rule (Continued...) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 59 - Bayes Decision Rule (Bayesian minimum risk classifier) |
Link |
NOC:Mathematics for Machine Learning |
Lecture 60 - Bayes Decision Rule (Linear Discriminant Analysis) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 1 - Introduction to ODEs |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 2 - Introduction to ODEs (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 3 - Existence of local solution. Theorems and Examples |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 4 - Continuation of solutions upto the boundary. Global existence of Solution |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 5 - Continuation of solution and dependence on initital data |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 6 - Dependence on Initial data : Examples |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 7 - Regular Perturbations and linearisation |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 8 - Linear System of equations and their stability |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 9 - Linear System of equations and their stability (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 10 - Stability Analysis |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 11 - Stability Analysis (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 12 - Stability of linear systems with constant and periodic co-efficient Matrix |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 13 - Stability of linear systems with constant and periodic co-efficient Matrix (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 14 - Stability of nonlinear system, linearization and Lyapunov functions |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 15 - Stability and Lyapunov functions |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 16 - Stability and Lyapunov functions (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 17 - Chaotic Theory - Introduction |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 18 - Chaotic Theory - Introduction (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 19 - Lorenz equation, attractor, Lyapunov exponent |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 20 - Lorenz equation, attractor, Lyapunov exponent (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 21 - Local divergence, Lyapunov exponents and related topics |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 22 - Local divergence, Lyapunov exponents and related topics (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 23 - Strange and Chaotic attractors |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 24 - Strange and Chaotic attractors |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 25 - Fractal Dimension and Reconstruction |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 26 - Fractal Dimension and Reconstruction (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 27 - Stiff Differential Equations: Introduction |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 28 - Stiff Differential Equations: Slow and fast time scales |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 29 - Stiff differential equations: Introduction |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 30 - Increment function, A-stable |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 31 - BDF methods and their implementation, Bifurcation Theory: Introduction |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 32 - Bifurcation Theory |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 33 - One dimensional bifurcation for scalar equations |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 34 - One dimensional bifurcations for planar systems |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 35 - Few definitions related to Hopf bifurcation |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 36 - Few definitions related to Hopf bifurcation (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 37 - Mathematical models with second order equations - Undamped free oscillations |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 38 - Damped free oscillations |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 39 - Undamped and Damped Forced Oscillations |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 40 - Undamped and Damped Forced Oscillations (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 41 - Higher order linear ODEs |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 42 - Higher order linear ODEs (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 43 - Linear Differential Equations of Higher Order with Constant Coefficients |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 44 - Linear Differential Equations of Higher Order with Constant Coefficients (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 45 - Higher order linear ODEs - Particular Integrals |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 46 - Higher order linear ODEs - Particular Integrals (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 47 - Higher order linear ODEs - Variable Coefficients |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 48 - Higher order linear ODEs - Variation of Parameters |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 49 - Series Solution |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 50 - Series Solution (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 51 - Series Solution - Frobenius Method |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 52 - Series Solution - Frobenius method (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 53 - Special functions |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 54 - Special functions (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 55 - Sturm-Liouville Problem - Eigenvalues and Eigenfunctions |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 56 - Sturm-Liouville Problem - Eigenvalues and Eigenfunctions (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 57 - Laplace Transform and Its Applications (Continued...) |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 58 - Laplace Transform |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 59 - Laplace Transform and Its Applications |
Link |
NOC:Advanced Theory of Ordinary Differential Equations |
Lecture 60 - Laplace Transform and Its Applications (Continued...) |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 1 - The Idea of a Riemann Surface |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 2 - Simple Examples of Riemann Surfaces |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 3 - Maximal Atlases and Holomorphic Maps of Riemann Surfaces |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 4 - A Riemann Surface Structure on a Cylinder |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 5 - A Riemann Surface Structure on a Torus |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 6 - Riemann Surface Structures on Cylinders and Tori via Covering Spaces |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 7 - Moebius Transformations Make up Fundamental Groups of Riemann Surfaces |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 8 - Homotopy and the First Fundamental Group |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 9 - A First Classification of Riemann Surfaces |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 10 - The Importance of the Path-lifting Property |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 11 - Fundamental groups as Fibres of the Universal covering Space |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 12 - The Monodromy Action |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 13 - The Universal covering as a Hausdorff Topological Space |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 14 - The Construction of the Universal Covering Map |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 15 - Completion of the Construction of the Universal Covering: Universality of the Universal Covering |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 16 - Completion of the Construction of the Universal Covering: The Fundamental Group of the base as the Deck Transformation Group |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 17 - The Riemann Surface Structure on the Topological Covering of a Riemann Surface |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 18 - Riemann Surfaces with Universal Covering the Plane or the Sphere |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 19 - Classifying Complex Cylinders: Riemann Surfaces with Universal Covering the Complex Plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 20 - Characterizing Moebius Transformations with a Single Fixed Point |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 21 - Characterizing Moebius Transformations with Two Fixed Points |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 22 - Torsion-freeness of the Fundamental Group of a Riemann Surface |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 23 - Characterizing Riemann Surface Structures on Quotients of the Upper Half-Plane with Abelian Fundamental Groups |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 24 - Classifying Annuli up to Holomorphic Isomorphism |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 25 - Orbits of the Integral Unimodular Group in the Upper Half-Plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 26 - Galois Coverings are precisely Quotients by Properly Discontinuous Free Actions |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 27 - Local Actions at the Region of Discontinuity of a Kleinian Subgroup of Moebius Transformations |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 28 - Quotients by Kleinian Subgroups give rise to Riemann Surfaces |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 29 - The Unimodular Group is Kleinian |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 30 - The Necessity of Elliptic Functions for the Classification of Complex Tori |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 31 - The Uniqueness Property of the Weierstrass Phe-function associated to a Lattice in the Plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 32 - The First Order Degree Two Cubic Ordinary Differential Equation satisfied by the Weierstrass Phe-function |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 33 - The Values of the Weierstrass Phe-function at the Zeros of its Derivative are nonvanishing Analytic Functions on the Upper Half-Plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 34 - The Construction of a Modular Form of Weight Two on the Upper Half-Plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 35 - The Fundamental Functional Equations satisfied by the Modular Form of Weight Two on the Upper Half-Plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 36 - The Weight Two Modular Form assumes Real Values on the Imaginary Axis in the Upper Half-plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 37 - The Weight Two Modular Form Vanishes at Infinity |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 38 - The Weight Two Modular Form Decays Exponentially in a Neighbourhood of Infinity |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 39 - A Suitable Restriction of the Weight Two Modular Form is a Holomorphic Conformal Isomorphism onto the Upper Half-Plane |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 40 - The J-Invariant of a Complex Torus (or) of an Algebraic Elliptic Curve |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 41 - A Fundamental Region in the Upper Half-Plane for the Elliptic Modular J-Invariant |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 42 - The Fundamental Region in the Upper Half-Plane for the Unimodular Group |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 43 - A Region in the Upper Half-Plane Meeting Each Unimodular Orbit Exactly Once |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 44 - Moduli of Elliptic Curves |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 45 - Punctured Complex Tori are Elliptic Algebraic Affine Plane Cubic Curves in Complex 2-Space |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 46 - The Natural Riemann Surface Structure on an Algebraic Affine Nonsingular Plane Curve |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 47 - Complex Projective 2-Space as a Compact Complex Manifold of Dimension Two |
Link |
An Introduction to Riemann Surfaces and Algebraic Curves: Complex 1-Tori and Elliptic Curves |
Lecture 48 - Complex Tori are the same as Elliptic Algebraic Projective Curves |
Link |
Linear Algebra |
Lecture 1 - Introduction to the Course Contents |
Link |
Linear Algebra |
Lecture 2 - Linear Equations |
Link |
Linear Algebra |
Lecture 3a - Equivalent Systems of Linear Equations I : Inverses of Elementary Row-operations, Row-equivalent matrices |
Link |
Linear Algebra |
Lecture 3b - Equivalent Systems of Linear Equations II : Homogeneous Equations, Examples |
Link |
Linear Algebra |
Lecture 4 - Row-reduced Echelon Matrices |
Link |
Linear Algebra |
Lecture 5 - Row-reduced Echelon Matrices and Non-homogeneous Equations |
Link |
Linear Algebra |
Lecture 6 - Elementary Matrices, Homogeneous Equations and Non-homogeneous Equations |
Link |
Linear Algebra |
Lecture 7 - Invertible matrices, Homogeneous Equations Non-homogeneous Equations |
Link |
Linear Algebra |
Lecture 8 - Vector spaces |
Link |
Linear Algebra |
Lecture 9 - Elementary Properties in Vector Spaces. Subspaces |
Link |
Linear Algebra |
Lecture 10 - Subspaces (Continued...), Spanning Sets, Linear Independence, Dependence |
Link |
Linear Algebra |
Lecture 11 - Basis for a vector space |
Link |
Linear Algebra |
Lecture 12 - Dimension of a vector space |
Link |
Linear Algebra |
Lecture 13 - Dimensions of Sums of Subspaces |
Link |
Linear Algebra |
Lecture 14 - Linear Transformations |
Link |
Linear Algebra |
Lecture 15 - The Null Space and the Range Space of a Linear Transformation |
Link |
Linear Algebra |
Lecture 16 - The Rank-Nullity-Dimension Theorem. Isomorphisms Between Vector Spaces |
Link |
Linear Algebra |
Lecture 17 - Isomorphic Vector Spaces, Equality of the Row-rank and the Column-rank - I |
Link |
Linear Algebra |
Lecture 18 - Equality of the Row-rank and the Column-rank - II |
Link |
Linear Algebra |
Lecture 19 - The Matrix of a Linear Transformation |
Link |
Linear Algebra |
Lecture 20 - Matrix for the Composition and the Inverse. Similarity Transformation |
Link |
Linear Algebra |
Lecture 21 - Linear Functionals. The Dual Space. Dual Basis - I |
Link |
Linear Algebra |
Lecture 22 - Dual Basis II. Subspace Annihilators - I |
Link |
Linear Algebra |
Lecture 23 - Subspace Annihilators - II |
Link |
Linear Algebra |
Lecture 24 - The Double Dual. The Double Annihilator |
Link |
Linear Algebra |
Lecture 25 - The Transpose of a Linear Transformation. Matrices of a Linear Transformation and its Transpose |
Link |
Linear Algebra |
Lecture 26 - Eigenvalues and Eigenvectors of Linear Operators |
Link |
Linear Algebra |
Lecture 27 - Diagonalization of Linear Operators. A Characterization |
Link |
Linear Algebra |
Lecture 28 - The Minimal Polynomial |
Link |
Linear Algebra |
Lecture 29 - The Cayley-Hamilton Theorem |
Link |
Linear Algebra |
Lecture 30 - Invariant Subspaces |
Link |
Linear Algebra |
Lecture 31 - Triangulability, Diagonalization in Terms of the Minimal Polynomial |
Link |
Linear Algebra |
Lecture 32 - Independent Subspaces and Projection Operators |
Link |
Linear Algebra |
Lecture 33 - Direct Sum Decompositions and Projection Operators - I |
Link |
Linear Algebra |
Lecture 34 - Direct Sum Decompositions and Projection Operators - II |
Link |
Linear Algebra |
Lecture 35 - The Primary Decomposition Theorem and Jordan Decomposition |
Link |
Linear Algebra |
Lecture 36 - Cyclic Subspaces and Annihilators |
Link |
Linear Algebra |
Lecture 37 - The Cyclic Decomposition Theorem - I |
Link |
Linear Algebra |
Lecture 38 - The Cyclic Decomposition Theorem - II. The Rational Form |
Link |
Linear Algebra |
Lecture 39 - Inner Product Spaces |
Link |
Linear Algebra |
Lecture 40 - Norms on Vector spaces. The Gram-Schmidt Procedure I |
Link |
Linear Algebra |
Lecture 41 - The Gram-Schmidt Procedure II. The QR Decomposition |
Link |
Linear Algebra |
Lecture 42 - Bessel's Inequality, Parseval's Indentity, Best Approximation |
Link |
Linear Algebra |
Lecture 43 - Best Approximation: Least Squares Solutions |
Link |
Linear Algebra |
Lecture 44 - Orthogonal Complementary Subspaces, Orthogonal Projections |
Link |
Linear Algebra |
Lecture 45 - Projection Theorem. Linear Functionals |
Link |
Linear Algebra |
Lecture 46 - The Adjoint Operator |
Link |
Linear Algebra |
Lecture 47 - Properties of the Adjoint Operation. Inner Product Space Isomorphism |
Link |
Linear Algebra |
Lecture 48 - Unitary Operators |
Link |
Linear Algebra |
Lecture 49 - Unitary operators - II. Self-Adjoint Operators - I. |
Link |
Linear Algebra |
Lecture 50 - Self-Adjoint Operators - II - Spectral Theorem |
Link |
Linear Algebra |
Lecture 51 - Normal Operators - Spectral Theorem |
Link |
Mathematical Logic |
Lecture 1 - Sets and Strings |
Link |
Mathematical Logic |
Lecture 2 - Syntax of Propositional Logic |
Link |
Mathematical Logic |
Lecture 3 - Unique Parsing |
Link |
Mathematical Logic |
Lecture 4 - Semantics of PL |
Link |
Mathematical Logic |
Lecture 5 - Consequences and Equivalences |
Link |
Mathematical Logic |
Lecture 6 - Five results about PL |
Link |
Mathematical Logic |
Lecture 7 - Calculations and Informal Proofs |
Link |
Mathematical Logic |
Lecture 8 - More Informal Proofs |
Link |
Mathematical Logic |
Lecture 9 - Normal forms |
Link |
Mathematical Logic |
Lecture 10 - SAT and 3SAT |
Link |
Mathematical Logic |
Lecture 11 - Horn-SAT and Resolution |
Link |
Mathematical Logic |
Lecture 12 - Resolution |
Link |
Mathematical Logic |
Lecture 13 - Adequacy of Resolution |
Link |
Mathematical Logic |
Lecture 14 - Adequacy and Resolution Strategies |
Link |
Mathematical Logic |
Lecture 15 - Propositional Calculus (PC) |
Link |
Mathematical Logic |
Lecture 16 - Some Results about PC |
Link |
Mathematical Logic |
Lecture 17 - Arguing with Proofs |
Link |
Mathematical Logic |
Lecture 18 - Adequacy of PC |
Link |
Mathematical Logic |
Lecture 19 - Compactness & Analytic Tableau |
Link |
Mathematical Logic |
Lecture 20 - Examples of Tableau Proofs |
Link |
Mathematical Logic |
Lecture 21 - Adequacy of Tableaux |
Link |
Mathematical Logic |
Lecture 22 - Syntax of First order Logic (FL) |
Link |
Mathematical Logic |
Lecture 23 - Symbolization & Scope of Quantifiers |
Link |
Mathematical Logic |
Lecture 24 - Hurdles in giving Meaning |
Link |
Mathematical Logic |
Lecture 25 - Semantics of FL |
Link |
Mathematical Logic |
Lecture 26 - Relevance Lemma |
Link |
Mathematical Logic |
Lecture 27 - Validity, Satisfiability & Equivalence |
Link |
Mathematical Logic |
Lecture 28 - Six Results about FL |
Link |
Mathematical Logic |
Lecture 29 - Laws, Calculation & Informal Proof |
Link |
Mathematical Logic |
Lecture 30 - Quantifier Laws and Consequences |
Link |
Mathematical Logic |
Lecture 31 - More Proofs and Prenex Form |
Link |
Mathematical Logic |
Lecture 32 - Prenex Form Conversion |
Link |
Mathematical Logic |
Lecture 33 - Skolem Form |
Link |
Mathematical Logic |
Lecture 34 - Syntatic Interpretation |
Link |
Mathematical Logic |
Lecture 35 - Herbrand's Theorem |
Link |
Mathematical Logic |
Lecture 36 - Most General Unifiers |
Link |
Mathematical Logic |
Lecture 37 - Resolution Rules |
Link |
Mathematical Logic |
Lecture 38 - Resolution Examples |
Link |
Mathematical Logic |
Lecture 39 - Ariomatic System FC |
Link |
Mathematical Logic |
Lecture 40 - FC and Semidecidability of FL |
Link |
Mathematical Logic |
Lecture 41 - Analytic Tableau for FL |
Link |
Mathematical Logic |
Lecture 42 - Godels Incompleteness Theorems |
Link |
Real Analysis |
Lecture 1 - Introduction |
Link |
Real Analysis |
Lecture 2 - Functions and Relations |
Link |
Real Analysis |
Lecture 3 - Finite and Infinite Sets |
Link |
Real Analysis |
Lecture 4 - Countable Sets |
Link |
Real Analysis |
Lecture 5 - Uncountable Sets, Cardinal Number |
Link |
Real Analysis |
Lecture 6 - Real Number System |
Link |
Real Analysis |
Lecture 7 - LUB Axiom |
Link |
Real Analysis |
Lecture 8 - Sequences of Real Numbers |
Link |
Real Analysis |
Lecture 9 - Sequences of Real Numbers - (Continued.) |
Link |
Real Analysis |
Lecture 10 - Sequences of Real Numbers - (Continued.) |
Link |
Real Analysis |
Lecture 11 - Infinite Series of Real Numbers |
Link |
Real Analysis |
Lecture 12 - Series of nonnegative Real Numbers |
Link |
Real Analysis |
Lecture 13 - Conditional Convergence |
Link |
Real Analysis |
Lecture 14 - Metric Spaces: Definition and Examples |
Link |
Real Analysis |
Lecture 15 - Metric Spaces: Examples and Elementary Concepts |
Link |
Real Analysis |
Lecture 16 - Balls and Spheres |
Link |
Real Analysis |
Lecture 17 - Open Sets |
Link |
Real Analysis |
Lecture 18 - Closure Points, Limit Points and isolated Points |
Link |
Real Analysis |
Lecture 19 - Closed sets |
Link |
Real Analysis |
Lecture 20 - Sequences in Metric Spaces |
Link |
Real Analysis |
Lecture 21 - Completeness |
Link |
Real Analysis |
Lecture 22 - Baire Category Theorem |
Link |
Real Analysis |
Lecture 23 - Limit and Continuity of a Function defined on a Metric space |
Link |
Real Analysis |
Lecture 24 - Continuous Functions on a Metric Space |
Link |
Real Analysis |
Lecture 25 - Uniform Continuity |
Link |
Real Analysis |
Lecture 26 - Connectedness |
Link |
Real Analysis |
Lecture 27 - Connected Sets |
Link |
Real Analysis |
Lecture 28 - Compactness |
Link |
Real Analysis |
Lecture 29 - Compactness (Continued.) |
Link |
Real Analysis |
Lecture 30 - Characterizations of Compact Sets |
Link |
Real Analysis |
Lecture 31 - Continuous Functions on Compact Sets |
Link |
Real Analysis |
Lecture 32 - Types of Discontinuity |
Link |
Real Analysis |
Lecture 33 - Differentiation |
Link |
Real Analysis |
Lecture 34 - Mean Value Theorems |
Link |
Real Analysis |
Lecture 35 - Mean Value Theorems (Continued.) |
Link |
Real Analysis |
Lecture 36 - Taylor's Theorem |
Link |
Real Analysis |
Lecture 37 - Differentiation of Vector Valued Functions |
Link |
Real Analysis |
Lecture 38 - Integration |
Link |
Real Analysis |
Lecture 39 - Integrability |
Link |
Real Analysis |
Lecture 40 - Integrable Functions |
Link |
Real Analysis |
Lecture 41 - Integrable Functions (Continued.) |
Link |
Real Analysis |
Lecture 42 - Integration as a Limit of Sum |
Link |
Real Analysis |
Lecture 43 - Integration and Differentiation |
Link |
Real Analysis |
Lecture 44 - Integration of Vector Valued Functions |
Link |
Real Analysis |
Lecture 45 - More Theorems on Integrals |
Link |
Real Analysis |
Lecture 46 - Sequences and Series of Functions |
Link |
Real Analysis |
Lecture 47 - Uniform Convergence |
Link |
Real Analysis |
Lecture 48 - Uniform Convergence and Integration |
Link |
Real Analysis |
Lecture 49 - Uniform Convergence and Differentiation |
Link |
Real Analysis |
Lecture 50 - Construction of Everywhere Continuous Nowhere Differentiable Function |
Link |
Real Analysis |
Lecture 51 - Approximation of a Continuous Function by Polynomials: Weierstrass Theorem |
Link |
Real Analysis |
Lecture 52 - Equicontinuous family of Functions: Arzela - Ascoli Theorem |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 1 - An Overview |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 2 - Data Mining, Data assimilation and prediction |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 3 - A classification of forecast errors |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 4 - Finite Dimensional Vector Space |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 5 - Matrices |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 6 - Matrices (Continued...) |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 7 - Multi-variate Calculus |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 8 - Optimization in Finite Dimensional Vector spaces |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 9 - Deterministic, Static, linear Inverse (well-posed) Problems |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 10 - Deterministic, Static, Linear Inverse (Ill-posed) Problems |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 11 - A Geometric View Projections |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 12 - Deterministic, Static, nonlinear Inverse Problems |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 13 - On-line Least Squares |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 14 - Examples of static inverse problems |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 15 - Interlude and a Way Forward |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 16 - Matrix Decomposition Algorithms |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 17 - Matrix Decomposition Algorithms (Continued...) |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 18 - Minimization algorithms |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 19 - Minimization algorithms (Continued...) |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 20 - Inverse problems in deterministic |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 21 - Inverse problems in deterministic (Continued...) |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 22 - Forward sensitivity method |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 23 - Relation between FSM and 4DVAR |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 24 - Statistical Estimation |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 25 - Statistical Least Squares |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 26 - Maximum Likelihood Method |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 27 - Bayesian Estimation |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 28 - From Gauss to Kalman-Linear Minimum Variance Estimation |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 29 - Initialization Classical Method |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 30 - Optimal interpolations |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 31 - A Bayesian Formation-3D-VAR methods |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 32 - Linear Stochastic Dynamics - Kalman Filter |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 33 - Linear Stochastic Dynamics - Kalman Filter (Continued...) |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 34 - Linear Stochastic Dynamics - Kalman Filter (Continued...) |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 35 - Covariance Square Root Filter |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 36 - Nonlinear Filtering |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 37 - Ensemble Reduced Rank Filter |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 38 - Basic nudging methods |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 39 - Deterministic predictability |
Link |
Dynamic Data Assimilation: An Introduction |
Lecture 40 - Predictability A stochastic view and Summary |
Link |
NOC:An Invitation to Mathematics |
Lecture 1 - Introduction |
Link |
NOC:An Invitation to Mathematics |
Lecture 2 - Long division |
Link |
NOC:An Invitation to Mathematics |
Lecture 3 - Applications of Long division |
Link |
NOC:An Invitation to Mathematics |
Lecture 4 - Lagrange interpolation |
Link |
NOC:An Invitation to Mathematics |
Lecture 5 - The 0-1 idea in other contexts - dot and cross product |
Link |
NOC:An Invitation to Mathematics |
Lecture 6 - Taylors formula |
Link |
NOC:An Invitation to Mathematics |
Lecture 7 - The Chebyshev polynomials |
Link |
NOC:An Invitation to Mathematics |
Lecture 8 - Counting number of monomials - several variables |
Link |
NOC:An Invitation to Mathematics |
Lecture 9 - Permutations, combinations and the binomial theorem |
Link |
NOC:An Invitation to Mathematics |
Lecture 10 - Combinations with repetition, and counting monomials |
Link |
NOC:An Invitation to Mathematics |
Lecture 11 - Combinations with restrictions, recurrence relations |
Link |
NOC:An Invitation to Mathematics |
Lecture 12 - Fibonacci numbers; an identity and a bijective proof |
Link |
NOC:An Invitation to Mathematics |
Lecture 13 - Permutations and cycle type |
Link |
NOC:An Invitation to Mathematics |
Lecture 14 - The sign of a permutation, composition of permutations |
Link |
NOC:An Invitation to Mathematics |
Lecture 15 - Rules for drawing tangle diagrams |
Link |
NOC:An Invitation to Mathematics |
Lecture 16 - Signs and cycle decompositions |
Link |
NOC:An Invitation to Mathematics |
Lecture 17 - Sorting lists of numbers, and crossings in tangle diagrams |
Link |
NOC:An Invitation to Mathematics |
Lecture 18 - Real and integer valued polynomials |
Link |
NOC:An Invitation to Mathematics |
Lecture 19 - Integer valued polynomials revisited |
Link |
NOC:An Invitation to Mathematics |
Lecture 20 - Functions on the real line, continuity |
Link |
NOC:An Invitation to Mathematics |
Lecture 21 - The intermediate value property |
Link |
NOC:An Invitation to Mathematics |
Lecture 22 - Visualizing functions |
Link |
NOC:An Invitation to Mathematics |
Lecture 23 - Functions on the plane, Rigid motions |
Link |
NOC:An Invitation to Mathematics |
Lecture 24 - More examples of functions on the plane, dilations |
Link |
NOC:An Invitation to Mathematics |
Lecture 25 - Composition of functions |
Link |
NOC:An Invitation to Mathematics |
Lecture 26 - Affine and Linear transformations |
Link |
NOC:An Invitation to Mathematics |
Lecture 27 - Length and Area dilation, the derivative |
Link |
NOC:An Invitation to Mathematics |
Lecture 28 - Examples-I |
Link |
NOC:An Invitation to Mathematics |
Lecture 29 - Examples-II |
Link |
NOC:An Invitation to Mathematics |
Lecture 30 - Linear equations, Lagrange interpolation revisited |
Link |
NOC:An Invitation to Mathematics |
Lecture 31 - Completed Matrices in combinatorics |
Link |
NOC:An Invitation to Mathematics |
Lecture 32 - Polynomials acting on matrices |
Link |
NOC:An Invitation to Mathematics |
Lecture 33 - Divisibility, prime numbers |
Link |
NOC:An Invitation to Mathematics |
Lecture 34 - Congruences, Modular arithmetic |
Link |
NOC:An Invitation to Mathematics |
Lecture 35 - The Chinese remainder theorem |
Link |
NOC:An Invitation to Mathematics |
Lecture 36 - The Euclidean algorithm, the 0-1 idea and the Chinese remainder theorem |
Link |
Advanced Complex Analysis |
Lecture 1 - Fundamental Theorems Connected with Zeros of Analytic Functions |
Link |
Advanced Complex Analysis |
Lecture 2 - The Argument (Counting) Principle, Rouche's Theorem and The Fundamental Theorem of Algebra |
Link |
Advanced Complex Analysis |
Lecture 3 - Morera's Theorem and Normal Limits of Analytic Functions |
Link |
Advanced Complex Analysis |
Lecture 4 - Hurwitz's Theorem and Normal Limits of Univalent Functions |
Link |
Advanced Complex Analysis |
Lecture 5 - Local Constancy of Multiplicities of Assumed Values |
Link |
Advanced Complex Analysis |
Lecture 6 - The Open Mapping Theorem |
Link |
Advanced Complex Analysis |
Lecture 7 - Introduction to the Inverse Function Theorem |
Link |
Advanced Complex Analysis |
Lecture 8 - Completion of the Proof of the Inverse Function Theorem: The Integral Inversion Formula for the Inverse Function |
Link |
Advanced Complex Analysis |
Lecture 9 - Univalent Analytic Functions have never-zero Derivatives and are Analytic Isomorphisms |
Link |
Advanced Complex Analysis |
Lecture 10 - Introduction to the Implicit Function Theorem |
Link |
Advanced Complex Analysis |
Lecture 11 - Proof of the Implicit Function Theorem: Topological Preliminaries |
Link |
Advanced Complex Analysis |
Lecture 12 - Proof of the Implicit Function Theorem: The Integral Formula for & Analyticity of the Explicit Function |
Link |
Advanced Complex Analysis |
Lecture 13 - Doing Complex Analysis on a Real Surface: The Idea of a Riemann Surface |
Link |
Advanced Complex Analysis |
Lecture 14 - F(z,w)=0 is naturally a Riemann Surface |
Link |
Advanced Complex Analysis |
Lecture 15 - Constructing the Riemann Surface for the Complex Logarithm |
Link |
Advanced Complex Analysis |
Lecture 16 - Constructing the Riemann Surface for the m-th root function |
Link |
Advanced Complex Analysis |
Lecture 17 - The Riemann Surface for the functional inverse of an analytic mapping at a critical point |
Link |
Advanced Complex Analysis |
Lecture 18 - The Algebraic nature of the functional inverses of an analytic mapping at a critical point |
Link |
Advanced Complex Analysis |
Lecture 19 - The Idea of a Direct Analytic Continuation or an Analytic Extension |
Link |
Advanced Complex Analysis |
Lecture 20 - General or Indirect Analytic Continuation and the Lipschitz Nature of the Radius of Convergence |
Link |
Advanced Complex Analysis |
Lecture 21 - Analytic Continuation Along Paths via Power Series Part A |
Link |
Advanced Complex Analysis |
Lecture 22 - Analytic Continuation Along Paths via Power Series Part B |
Link |
Advanced Complex Analysis |
Lecture 23 - Continuity of Coefficients occurring in Families of Power Series defining Analytic Continuations along Paths |
Link |
Advanced Complex Analysis |
Lecture 24 - Analytic Continuability along Paths: Dependence on the Initial Function and on the Path - First Version of the Monodromy Theorem |
Link |
Advanced Complex Analysis |
Lecture 25 - Maximal Domains of Direct and Indirect Analytic Continuation: Second Version of the Monodromy Theorem |
Link |
Advanced Complex Analysis |
Lecture 26 - Deducing the Second (Simply Connected) Version of the Monodromy Theorem from the First (Homotopy) Version |
Link |
Advanced Complex Analysis |
Lecture 27 - Existence and Uniqueness of Analytic Continuations on Nearby Paths |
Link |
Advanced Complex Analysis |
Lecture 28 - Proof of the First (Homotopy) Version of the Monodromy Theorem |
Link |
Advanced Complex Analysis |
Lecture 29 - Proof of the Algebraic Nature of Analytic Branches of the Functional Inverse of an Analytic Function at a Critical Point |
Link |
Advanced Complex Analysis |
Lecture 30 - The Mean-Value Property, Harmonic Functions and the Maximum Principle |
Link |
Advanced Complex Analysis |
Lecture 31 - Proofs of Maximum Principles and Introduction to Schwarz Lemma |
Link |
Advanced Complex Analysis |
Lecture 32 - Proof of Schwarz Lemma and Uniqueness of Riemann Mappings |
Link |
Advanced Complex Analysis |
Lecture 33 - Reducing Existence of Riemann Mappings to Hyperbolic Geometry of Sub-domains of the Unit Disc |
Link |
Advanced Complex Analysis |
Lecture 34 - Differential or Infinitesimal Schwarzs Lemma, Picks Lemma, Hyperbolic Arclengths, Metric and Geodesics on the Unit Disc |
Link |
Advanced Complex Analysis |
Lecture 35 - Differential or Infinitesimal Schwarzs Lemma, Picks Lemma, Hyperbolic Arclengths, Metric and Geodesics on the Unit Disc |
Link |
Advanced Complex Analysis |
Lecture 36 - Hyperbolic Geodesics for the Hyperbolic Metric on the Unit Disc |
Link |
Advanced Complex Analysis |
Lecture 37 - Schwarz-Pick Lemma for the Hyperbolic Metric on the Unit Disc |
Link |
Advanced Complex Analysis |
Lecture 38 - Arzela-Ascoli Theorem: Under Uniform Boundedness, Equicontinuity and Uniform Sequential Compactness are Equivalent |
Link |
Advanced Complex Analysis |
Lecture 39 - Completion of the Proof of the Arzela-Ascoli Theorem and Introduction to Montels Theorem |
Link |
Advanced Complex Analysis |
Lecture 40 - The Proof of Montels Theorem |
Link |
Advanced Complex Analysis |
Lecture 41 - The Candidate for a Riemann Mapping |
Link |
Advanced Complex Analysis |
Lecture 42 - Completion of Proof of The Riemann Mapping Theorem |
Link |
Advanced Complex Analysis |
Lecture 43 - Completion of Proof of The Riemann Mapping Theorem |
Link |
NOC:Discrete Mathematics |
Lecture 1 - Course Introduction |
Link |
NOC:Discrete Mathematics |
Lecture 2 - Sets, Relations and Functions |
Link |
NOC:Discrete Mathematics |
Lecture 3 - Propositional Logic and Predicate Logic |
Link |
NOC:Discrete Mathematics |
Lecture 4 - Propositional Logic and Predicate Logic (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 5 - Elementary Number Theory |
Link |
NOC:Discrete Mathematics |
Lecture 6 - Formal Proofs |
Link |
NOC:Discrete Mathematics |
Lecture 7 - Direct Proofs |
Link |
NOC:Discrete Mathematics |
Lecture 8 - Case Study |
Link |
NOC:Discrete Mathematics |
Lecture 9 - Case Study (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 10 - Sets, Relations, Function and Logic |
Link |
NOC:Discrete Mathematics |
Lecture 11 - Proof by Contradiction (Part 1) |
Link |
NOC:Discrete Mathematics |
Lecture 12 - Proof by Contradiction (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 13 - Proof by Contraposition |
Link |
NOC:Discrete Mathematics |
Lecture 14 - Proof by Counter Example |
Link |
NOC:Discrete Mathematics |
Lecture 15 - Mathematical Induction (Part 1) |
Link |
NOC:Discrete Mathematics |
Lecture 16 - Mathematical Induction (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 17 - Mathematical Induction (Part 3) |
Link |
NOC:Discrete Mathematics |
Lecture 18 - Mathematical Induction (Part 4) |
Link |
NOC:Discrete Mathematics |
Lecture 19 - Mathematical Induction (Part 5) |
Link |
NOC:Discrete Mathematics |
Lecture 20 - Mathematical Induction (Part 6) |
Link |
NOC:Discrete Mathematics |
Lecture 21 - Mathematical Induction (Part 7) |
Link |
NOC:Discrete Mathematics |
Lecture 22 - Mathematical Induction (Part 8) |
Link |
NOC:Discrete Mathematics |
Lecture 23 - Introduction to Graph Theory |
Link |
NOC:Discrete Mathematics |
Lecture 24 - Handshake Problem |
Link |
NOC:Discrete Mathematics |
Lecture 25 - Tournament Problem |
Link |
NOC:Discrete Mathematics |
Lecture 26 - Tournament Problem (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 27 - Ramsey Problem |
Link |
NOC:Discrete Mathematics |
Lecture 28 - Ramsey Problem (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 29 - Properties of Graphs |
Link |
NOC:Discrete Mathematics |
Lecture 30 - Problem 1 |
Link |
NOC:Discrete Mathematics |
Lecture 31 - Problem 2 |
Link |
NOC:Discrete Mathematics |
Lecture 32 - Problem 3 & 4 |
Link |
NOC:Discrete Mathematics |
Lecture 33 - Counting for Selection |
Link |
NOC:Discrete Mathematics |
Lecture 34 - Counting for Distribution |
Link |
NOC:Discrete Mathematics |
Lecture 35 - Counting for Distribution (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 36 - Some Counting Problems |
Link |
NOC:Discrete Mathematics |
Lecture 37 - Counting using Recurrence Relations |
Link |
NOC:Discrete Mathematics |
Lecture 38 - Counting using Recurrence Relations (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 39 - Solving Recurrence Relations (Part 1) |
Link |
NOC:Discrete Mathematics |
Lecture 40 - Solving Recurrence Relations (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 41 - Asymptotic Relations (Part 1) |
Link |
NOC:Discrete Mathematics |
Lecture 42 - Asymptotic Relations (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 43 - Asymptotic Relations (Part 3) |
Link |
NOC:Discrete Mathematics |
Lecture 44 - Asymptotic Relations (Part 4) |
Link |
NOC:Discrete Mathematics |
Lecture 45 - Generating Functions (Part 1) |
Link |
NOC:Discrete Mathematics |
Lecture 46 - Generating Functions (Part 2) |
Link |
NOC:Discrete Mathematics |
Lecture 47 - Generating Functions (Part 3) |
Link |
NOC:Discrete Mathematics |
Lecture 48 - Generating Functions (Part 4) |
Link |
NOC:Discrete Mathematics |
Lecture 49 - Proof Techniques |
Link |
NOC:Discrete Mathematics |
Lecture 50 - Modeling: Graph Theory and Linear Programming |
Link |
NOC:Discrete Mathematics |
Lecture 51 - Combinatorics |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 1 - Properties of the Image of an Analytic Function - Introduction to the Picard Theorems |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 2 - Recalling Singularities of Analytic Functions - Non-isolated and Isolated Removable, Pole and Essential Singularities |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 3 - Recalling Riemann's Theorem on Removable Singularities |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 4 - Casorati-Weierstrass Theorem; Dealing with the Point at Infinity -- Riemann Sphere and Riemann Stereographic Projection |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 5 - Neighborhood of Infinity, Limit at Infinity and Infinity as an Isolated Singularity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 6 - Studying Infinity - Formulating Epsilon-Delta Definitions for Infinite Limits and Limits at Infinity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 7 - When is a function analytic at infinity ? |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 8 - Laurent Expansion at Infinity and Riemann\'s Removable Singularities Theorem for the Point at Infinity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 9 - The Generalized Liouville Theorem - Little Brother of Little Picard and Analogue of Casorati-Weierstrass; Failure of Cauchy\'s Theorem at Infinity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 10 - Morera\'s Theorem at Infinity, Infinity as a Pole and Behaviour at Infinity of Rational and Meromorphic Functions |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 11 - Residue at Infinity and Introduction to the Residue Theorem for the Extended Complex Plane - Residue Theorem for the Point at Infinity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 12 - Proofs of Two Avatars of the Residue Theorem for the Extended Complex Plane and Applications of the Residue at Infinity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 13 - Infinity as an Essential Singularity and Transcendental Entire Functions |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 14 - Meromorphic Functions on the Extended Complex Plane are Precisely Quotients of Polynomials |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 15 - The Ubiquity of Meromorphic Functions - The Nerves of the Geometric Network Bridging Algebra, Analysis and Topology |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 16 - Continuity of Meromorphic Functions at Poles and Topologies of Spaces of Functions |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 17 - Why Normal Convergence, but Not Globally Uniform Convergence, is the Inevitable in Complex Analysis |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 18 - Measuring Distances to Infinity, the Function Infinity and Normal Convergence of Holomorphic Functions in the Spherical Metric |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 19 - The Invariance Under Inversion of the Spherical Metric on the Extended Complex Plane |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 20 - Introduction to Hurwitz\'s Theorem for Normal Convergence of Holomorphic Functions in the Spherical Metric |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 21 - Completion of Proof of Hurwitz\'s Theorem for Normal Limits of Analytic Functions in the Spherical Metric |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 22 - Hurwitz\'s Theorem for Normal Limits of Meromorphic Functions in the Spherical Metric |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 23 - What could the Derivative of a Meromorphic Function Relative to the Spherical Metric Possibly Be ? |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 24 - Defining the Spherical Derivative of a Meromorphic Function |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 25 - Well-definedness of the Spherical Derivative of a Meromorphic Function at a Pole and Inversion-invariance of the Spherical Derivative |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 26 - Topological Preliminaries - Translating Compactness into Boundedness |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 27 - Introduction to the Arzela-Ascoli Theorem - Passing from abstract Compactness to verifiable Equicontinuity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 28 - Proof of the Arzela-Ascoli Theorem for Functions - Abstract Compactness Implies Equicontinuity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 29 - Proof of the Arzela-Ascoli Theorem for Functions - Equicontinuity Implies Compactness |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 30 - Introduction to the Montel Theorem - the Holomorphic Avatar of the Arzela-Ascoli Theorem & Why you get Equicontinuity for Free |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 31 - Completion of Proof of the Montel Theorem - the Holomorphic Avatar of the Arzela-Ascoli Theorem |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 32 - Introduction to Marty\'s Theorem - the Meromorphic Avatar of the Montel & Arzela-Ascoli Theorems |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 33 - Proof of one direction of Marty\'s Theorem - the Meromorphic Avatar of the Montel & Arzela-Ascoli Theorems - Normal Uniform Boundedness of Spherical Derivatives Implies Normal Sequential Compactness |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 34 - Proof of the other direction of Marty\'s Theorem - the Meromorphic Avatar of the Montel & Arzela-Ascoli Theorems - Normal Sequential Compactness Implies Normal Uniform Boundedness of Spherical Derivatives |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 35 - Normal Convergence at Infinity and Hurwitz\'s Theorems for Normal Limits of Analytic and Meromorphic Functions at Infinity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 36 - Normal Sequential Compactness, Normal Uniform Boundedness and Montel\'s & Marty\'s Theorems at Infinity |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 37 - Local Analysis of Normality and the Zooming Process - Motivation for Zalcman\'s Lemma |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 38 - Characterizing Normality at a Point by the Zooming Process and the Motivation for Zalcman\'s Lemma |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 39 - Local Analysis of Normality and the Zooming Process - Motivation for Zalcman\'s Lemma |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 40 - Montel\'s Deep Theorem - The Fundamental Criterion for Normality or Fundamental Normality Test based on Omission of Values |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 41 - Proofs of the Great and Little Picard Theorems |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 42 - Royden\'s Theorem on Normality Based On Growth Of Derivatives |
Link |
Advanced Complex Analysis - Part 2 |
Lecture 43 - Schottky\'s Theorem - Uniform Boundedness from a Point to a Neighbourhood & Problem Solving Session |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 1 - What is Algebraic Geometry? |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 2 - The Zariski Topology and Affine Space |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 3 - Going back and forth between subsets and ideals |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 4 - Irreducibility in the Zariski Topology |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 5 - Irreducible Closed Subsets Correspond to Ideals Whose Radicals are Prime |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 6 - Understanding the Zariski Topology on the Affine Line; The Noetherian property in Topology and in Algebra |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 7 - Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 8 - Topological Dimension, Krull Dimension and Heights of Prime Ideals |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 9 - The Ring of Polynomial Functions on an Affine Variety |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 10 - Geometric Hypersurfaces are Precisely Algebraic Hypersurfaces |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 11 - Why Should We Study Affine Coordinate Rings of Functions on Affine Varieties ? |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 12 - Capturing an Affine Variety Topologically From the Maximal Spectrum of its Ring of Functions |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 13 - Analyzing Open Sets and Basic Open Sets for the Zariski Topology |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 14 - The Ring of Functions on a Basic Open Set in the Zariski Topology |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 15 - Quasi-Compactness in the Zariski Topology; Regularity of a Function at a point of an Affine Variety |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 16 - What is a Global Regular Function on a Quasi-Affine Variety? |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 17 - Characterizing Affine Varieties; Defining Morphisms between Affine or Quasi-Affine Varieties |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 18 - Translating Morphisms into Affines as k-Algebra maps and the Grand Hilbert Nullstellensatz |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 19 - Morphisms into an Affine Correspond to k-Algebra Homomorphisms from its Coordinate Ring of Functions |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 20 - The Coordinate Ring of an Affine Variety Determines the Affine Variety and is Intrinsic to it |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 21 - Automorphisms of Affine Spaces and of Polynomial Rings - The Jacobian Conjecture; The Punctured Plane is Not Affine |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 22 - The Various Avatars of Projective n-space |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 23 - Gluing (n+1) copies of Affine n-Space to Produce Projective n-space in Topology, Manifold Theory and Algebraic Geometry; The Key to the Definition of a Homogeneous Ideal |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 24 - Translating Projective Geometry into Graded Rings and Homogeneous Ideals |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 25 - Expanding the Category of Varieties to Include Projective and Quasi-Projective Varieties |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 26 - Translating Homogeneous Localisation into Geometry and Back |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 27 - Adding a Variable is Undone by Homogenous Localization - What is the Geometric Significance of this Algebraic Fact ? |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 28 - Doing Calculus Without Limits in Geometry ? |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 29 - The Birth of Local Rings in Geometry and in Algebra |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 30 - The Formula for the Local Ring at a Point of a Projective Variety Or Playing with Localisations, Quotients, Homogenisation and Dehomogenisation ! |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 31 - The Field of Rational Functions or Function Field of a Variety - The Local Ring at the Generic Point |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 32 - Fields of Rational Functions or Function Fields of Affine and Projective Varieties and their Relationships with Dimensions |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 33 - Global Regular Functions on Projective Varieties are Simply the Constants |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 34 - The d-Uple Embedding and the Non-Intrinsic Nature of the Homogeneous Coordinate Ring of a Projective Variety |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 35 - The Importance of Local Rings - A Morphism is an Isomorphism if it is a Homeomorphism and Induces Isomorphisms at the Level of Local Rings |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 36 - The Importance of Local Rings - A Rational Function in Every Local Ring is Globally Regular |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 37 - Geometric Meaning of Isomorphism of Local Rings - Local Rings are Almost Global |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 38 - Local Ring Isomorphism,Equals Function Field Isomorphism, Equals Birationality |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 39 - Why Local Rings Provide Calculus Without Limits for Algebraic Geometry Pun Intended! |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 40 - How Local Rings Detect Smoothness or Nonsingularity in Algebraic Geometry |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 41 - Any Variety is a Smooth Manifold with or without Non-Smooth Boundary |
Link |
Basic Algebraic Geometry : Varieties, Morphisms, Local Rings, Function Fields and Nonsingularity |
Lecture 42 - Any Variety is a Smooth Hypersurface On an Open Dense Subset |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 1 - Review of Ring Theory |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 2 - Review of Ring Theory (Continued...) |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 3 - Ideals in commutative rings |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 4 - Operations on ideals |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 5 - Properties of prime ideals |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 6 - Colon and Radical of ideals |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 7 - Radicals, extension and contraction of ideals |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 8 - Modules and homomorphisms |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 9 - Isomorphism theorems and Operations on modules |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 10 - Operations on modules (Continued...) |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 11 - Module homomorphism and determinant trick |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 12 - Nakayamas lemma and exact sequences |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 13 - Exact sequences (Continued...) |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 14 - Homomorphisms and Tensor products |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 15 - Properties of tensor products |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 16 - Properties of tensor products (Continued...) |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 17 - Tensor product of Algebras |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 18 - Localization |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 19 - Localization (Continued...) |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 20 - Local properties |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 21 - Further properties of localization |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 22 - Intergral dependence |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 23 - Integral extensions |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 24 - Lying over and Going-up theorems |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 25 - Going-down theorem |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 26 - Going-down theorem (Continued...) |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 27 - Chain conditions |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 28 - Noetherian and Artinian modules |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 29 - Properties of Noetherian and Artinian modules, Composition Series |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 30 - Further properties of Noetherian and Artinian modules and rings |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 31 - Hilbert basis theorem and Primary decomposition |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 32 - Primary decomposition (Continued...) |
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NOC:Introduction to Commutative Algebra |
Lecture 33 - Uniqueness of primary decomposition |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 34 - 2nd Uniqueness theorem, Artinian rings |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 35 - Properties of Artinian rings |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 36 - Structure Theorem of Artinian rings |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 37 - Noether Normalization |
Link |
NOC:Introduction to Commutative Algebra |
Lecture 38 - Hilberts Nullstellensatz |
Link |
NOC:Differential Equations |
Lecture 1 - Introduction to Ordinary Differential Equations (ODE) |
Link |
NOC:Differential Equations |
Lecture 2 - Methods for First Order ODE's - Homogeneous Equations |
Link |
NOC:Differential Equations |
Lecture 3 - Methods for First order ODE's - Exact Equations |
Link |
NOC:Differential Equations |
Lecture 4 - Methods for First Order ODE's - Exact Equations (Continued...) |
Link |
NOC:Differential Equations |
Lecture 5 - Methods for First order ODE's - Reducible to Exact Equations |
Link |
NOC:Differential Equations |
Lecture 6 - Methods for First order ODE's - Reducible to Exact Equations (Continued...) |
Link |
NOC:Differential Equations |
Lecture 7 - Non-Exact Equations - Finding Integrating Factors |
Link |
NOC:Differential Equations |
Lecture 8 - Linear First Order ODE and Bernoulli's Equation |
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NOC:Differential Equations |
Lecture 9 - Introduction to Second order ODE's |
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NOC:Differential Equations |
Lecture 10 - Properties of solutions of second order homogeneous ODE's |
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NOC:Differential Equations |
Lecture 11 - Abel's formula to find the other solution |
Link |
NOC:Differential Equations |
Lecture 12 - Abel's formula - Demonstration |
Link |
NOC:Differential Equations |
Lecture 13 - Second Order ODE's with constant coefficients |
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NOC:Differential Equations |
Lecture 14 - Euler - Cauchy equation |
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NOC:Differential Equations |
Lecture 15 - Non homogeneous ODEs Variation of Parameters |
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NOC:Differential Equations |
Lecture 16 - Method of undetermined coefficients |
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NOC:Differential Equations |
Lecture 17 - Demonstration of Method of undetermined coefficients |
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NOC:Differential Equations |
Lecture 18 - Power Series and its properties |
Link |
NOC:Differential Equations |
Lecture 19 - Power Series Solutions to Second Order ODE's |
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NOC:Differential Equations |
Lecture 20 - Power Series Solutions (Continued...) |
Link |
NOC:Differential Equations |
Lecture 21 - Legendre Differential Equation |
Link |
NOC:Differential Equations |
Lecture 22 - Legendre Polynomials |
Link |
NOC:Differential Equations |
Lecture 23 - Properties of Legendre Polynomials |
Link |
NOC:Differential Equations |
Lecture 24 - Power series solutions around a regular singular point |
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NOC:Differential Equations |
Lecture 25 - Frobenius method of solutions |
Link |
NOC:Differential Equations |
Lecture 26 - Frobenius method of solutions (Continued...) |
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NOC:Differential Equations |
Lecture 27 - Examples on Frobenius method |
Link |
NOC:Differential Equations |
Lecture 28 - Bessel differential equation |
Link |
NOC:Differential Equations |
Lecture 29 - Frobenius solutions for Bessel Equation |
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NOC:Differential Equations |
Lecture 30 - Properties of Bessel functions |
Link |
NOC:Differential Equations |
Lecture 31 - Properties of Bessel functions (Continued...) |
Link |
NOC:Differential Equations |
Lecture 32 - Introduction to Sturm-Liouville theory |
Link |
NOC:Differential Equations |
Lecture 33 - Sturm-Liouville Problems |
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NOC:Differential Equations |
Lecture 34 - Regular Sturm-Liouville problem |
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NOC:Differential Equations |
Lecture 35 - Periodic and singular Sturm-Liouville Problems |
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NOC:Differential Equations |
Lecture 36 - Generalized Fourier series |
Link |
NOC:Differential Equations |
Lecture 37 - Examples of Sturm-Liouville systems |
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NOC:Differential Equations |
Lecture 38 - Examples of Sturm-Liouville systems (Continued...) |
Link |
NOC:Differential Equations |
Lecture 39 - Examples of regular Sturm-Liouville systems |
Link |
NOC:Differential Equations |
Lecture 40 - Second order linear PDEs |
Link |
NOC:Differential Equations |
Lecture 41 - Classification of second order linear PDEs |
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NOC:Differential Equations |
Lecture 42 - Reduction to canonical form for equations with constant coefficients |
Link |
NOC:Differential Equations |
Lecture 43 - Reduction to canonical form for equations with variable coefficients |
Link |
NOC:Differential Equations |
Lecture 44 - Reduction to Normal form-More examples |
Link |
NOC:Differential Equations |
Lecture 45 - D'Alembert solution for wave equation |
Link |
NOC:Differential Equations |
Lecture 46 - Uniqueness of solutions for wave equation |
Link |
NOC:Differential Equations |
Lecture 47 - Vibration of a semi-infinite string |
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NOC:Differential Equations |
Lecture 48 - Vibration of a finite string |
Link |
NOC:Differential Equations |
Lecture 49 - Finite length string vibrations |
Link |
NOC:Differential Equations |
Lecture 50 - Finite length string vibrations (Continued...) |
Link |
NOC:Differential Equations |
Lecture 51 - Non-homogeneous wave equation |
Link |
NOC:Differential Equations |
Lecture 52 - Vibration of a circular drum |
Link |
NOC:Differential Equations |
Lecture 53 - Solutions of heat equation-Properties |
Link |
NOC:Differential Equations |
Lecture 54 - Temperature in an infinite rod |
Link |
NOC:Differential Equations |
Lecture 55 - Temperature in a semi-infinite rod |
Link |
NOC:Differential Equations |
Lecture 56 - Non-homogeneous heat equation |
Link |
NOC:Differential Equations |
Lecture 57 - Temperature in a finite rod |
Link |
NOC:Differential Equations |
Lecture 58 - Temperature in a finite rod with insulated ends |
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NOC:Differential Equations |
Lecture 59 - Laplace equation over a rectangle |
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NOC:Differential Equations |
Lecture 60 - Laplace equation over a rectangle with flux boundary conditions |
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NOC:Differential Equations |
Lecture 61 - Laplace equation over circular domains |
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NOC:Differential Equations |
Lecture 62 - Laplace equation over circular Sectors |
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NOC:Differential Equations |
Lecture 63 - Uniqueness of the boundary value problems for Laplace equation |
Link |
NOC:Differential Equations |
Lecture 64 - Conclusions |
Link |
NOC:Numerical Analysis |
Lecture 1 - Lesson 1 - Introduction, Motivation |
Link |
NOC:Numerical Analysis |
Lecture 2 - Lesson 2 - Part 1 - Mathematical Preliminaries, Polynomial Interpolation - 1 |
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NOC:Numerical Analysis |
Lecture 3 - Lesson 2 - Part 2 - Mathematical Preliminaries, Polynomial Interpolation - 1 |
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NOC:Numerical Analysis |
Lecture 4 - Lesson 3 - Part 1 - Polynomial Interpolation - 2 |
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NOC:Numerical Analysis |
Lecture 5 - Lesson 3 - Part 2 - Polynomial Interpolation - 2 |
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NOC:Numerical Analysis |
Lecture 6 - Lesson 4 - Polynomial Interpolation - 3 |
Link |
NOC:Numerical Analysis |
Lecture 7 - Lagrange Interpolation Polynomial, Error In Interpolation - 1 |
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NOC:Numerical Analysis |
Lecture 8 - Lagrange Interpolation Polynomial, Error In Interpolation - 1 |
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NOC:Numerical Analysis |
Lecture 9 - Error In Interpolation - 2 |
Link |
NOC:Numerical Analysis |
Lecture 10 - Error In Interpolation - 2 |
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NOC:Numerical Analysis |
Lecture 11 - Divide Difference Interpolation Polynomial |
Link |
NOC:Numerical Analysis |
Lecture 12 - Properties Of Divided Difference, Introduction To Inverse Interpolation |
Link |
NOC:Numerical Analysis |
Lecture 13 - Properties Of Divided Difference, Introduction To Inverse Interpolation |
Link |
NOC:Numerical Analysis |
Lecture 14 - Inverse Interpolation, Remarks on Polynomial Interpolation |
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NOC:Numerical Analysis |
Lecture 15 - Numerical Differentiation - 1 Taylor Series Method |
Link |
NOC:Numerical Analysis |
Lecture 16 - Numerical Differentiation - 2 Method Of Undetermined Coefficients |
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NOC:Numerical Analysis |
Lecture 17 - Numerical Differentiation - 2 Polynomial Interpolation Method |
Link |
NOC:Numerical Analysis |
Lecture 18 - Numerical Differentiation - 3 Operator Method Numerical Integration - 1 |
Link |
NOC:Numerical Analysis |
Lecture 19 - Numerical Integration - 2 Error in Trapezoidal Rule Simpson's Rule |
Link |
NOC:Numerical Analysis |
Lecture 20 - Numerical Integration - 3 Error in Simpson's Rule Composite in Trapezoidal Rule, Error |
Link |
NOC:Numerical Analysis |
Lecture 21 - Numerical Integration - 4 Composite Simpsons Rule , Error Method of Undetermined Coefficients |
Link |
NOC:Numerical Analysis |
Lecture 22 - Numerical Integration - 5 Gaussian Quadrature (Two-Point Method) |
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NOC:Numerical Analysis |
Lecture 23 - Numerical Integrature - 5 Gaussian Quadrature (Three-Point Method) Adaptive Quadrature |
Link |
NOC:Numerical Analysis |
Lecture 24 - Numerical Solution of Ordinary Differential Equation (ODE) - 1 |
Link |
NOC:Numerical Analysis |
Lecture 25 - Numerical Solution Of ODE-2 Stability , Single-Step Methods - 1 Taylor Series Method |
Link |
NOC:Numerical Analysis |
Lecture 26 - Numerical Solution Of ODE-3 Examples of Taylor Series Method Euler's Method |
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NOC:Numerical Analysis |
Lecture 27 - Numerical Solution Of ODE-4 Runge-Kutta Methods |
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NOC:Numerical Analysis |
Lecture 28 - Numerical Solution Of ODE-5 Example For RK-Method Of Order 2 Modified Euler's Method |
Link |
NOC:Numerical Analysis |
Lecture 29 - Numerical Solution Of Ordinary Differential Equations - 6 Predictor-Corrector Methods (Adam-Moulton) |
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NOC:Numerical Analysis |
Lecture 30 - Numerical Solution Of Ordinary Differential Equations - 7 |
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NOC:Numerical Analysis |
Lecture 31 - Numerical Solution Of Ordinary Differential Equations - 8 |
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NOC:Numerical Analysis |
Lecture 32 - Numerical Solution of Ordinary Differential Equations - 9 |
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NOC:Numerical Analysis |
Lecture 33 - Numerical Solution of Ordinary Differential Equations - 10 |
Link |
NOC:Numerical Analysis |
Lecture 34 - Numerical Solution of Ordinary Differential Equations - 11 |
Link |
NOC:Numerical Analysis |
Lecture 35 - Root Finding Methods - 1 The Bisection Method - 1 |
Link |
NOC:Numerical Analysis |
Lecture 36 - Root Finding Methods - 2 The Bisection Method - 2 |
Link |
NOC:Numerical Analysis |
Lecture 37 - Root Finding Methods - 3 Newton-Raphson Method - 1 |
Link |
NOC:Numerical Analysis |
Lecture 38 - Root Finding Methods - 4 Newton-Raphson Method - 2 |
Link |
NOC:Numerical Analysis |
Lecture 39 - Root Finding Methods - 5 Secant Method, Method Of false Position |
Link |
NOC:Numerical Analysis |
Lecture 40 - Root Finding Methods - 6 Fixed Point Methods - 1 |
Link |
NOC:Numerical Analysis |
Lecture 41 - Root Finding Methods - 7 Fixed Point Methods - 2 |
Link |
NOC:Numerical Analysis |
Lecture 42 - Root Finding Methods - 8 Fixed Point Iteration Methods - 3 |
Link |
NOC:Numerical Analysis |
Lecture 43 - Root Finding Methods - 9 Practice Problems |
Link |
NOC:Numerical Analysis |
Lecture 44 - Solution Of Linear Systems Of Equations - 1 |
Link |
NOC:Numerical Analysis |
Lecture 45 - Solution Of Linear Systems Of Equations - 2 |
Link |
NOC:Numerical Analysis |
Lecture 46 - Solution Of Linear Systems Of Equations - 3 |
Link |
NOC:Numerical Analysis |
Lecture 47 - Solution Of Linear Systems Of Equations - 4 |
Link |
NOC:Numerical Analysis |
Lecture 48 - Solution Of Linear Systems Of Equations - 5 |
Link |
NOC:Numerical Analysis |
Lecture 49 - Solution Of Linear Systems Of Equations - 6 |
Link |
NOC:Numerical Analysis |
Lecture 50 - Solution Of Linear Systems Of Equations - 7 |
Link |
NOC:Numerical Analysis |
Lecture 51 - Solution Of Linear Systems Of Equations - 8 Iterative Method - 1 |
Link |
NOC:Numerical Analysis |
Lecture 52 - Solution Of Linear Systems Of Equations - 8 Iterative Method - 2 |
Link |
NOC:Numerical Analysis |
Lecture 53 - Matrix Eigenvalue Problems - 2 Power Method - 2 |
Link |
NOC:Numerical Analysis |
Lecture 54 - Practice Problems |
Link |
NOC:Graph Theory |
Lecture 1 - Basic Concepts |
Link |
NOC:Graph Theory |
Lecture 2 - Basic Concepts - 1 |
Link |
NOC:Graph Theory |
Lecture 3 - Eulerian and Hamiltonian Graph |
Link |
NOC:Graph Theory |
Lecture 4 - Eulerian and Hamiltonian Graph - 1 |
Link |
NOC:Graph Theory |
Lecture 5 - Bipartite Graph |
Link |
NOC:Graph Theory |
Lecture 6 - Bipartite Graph |
Link |
NOC:Graph Theory |
Lecture 7 - Diameter of a graph; Isomorphic graphs |
Link |
NOC:Graph Theory |
Lecture 8 - Diameter of a graph; Isomorphic graphs |
Link |
NOC:Graph Theory |
Lecture 9 - Minimum Spanning Tree |
Link |
NOC:Graph Theory |
Lecture 10 - Minimum Spanning Trees (Continued...) |
Link |
NOC:Graph Theory |
Lecture 11 - Minimum Spanning Trees (Continued...) |
Link |
NOC:Graph Theory |
Lecture 12 - Minimum Spanning Trees (Continued...) |
Link |
NOC:Graph Theory |
Lecture 13 - Maximum Matching in Bipartite Graph |
Link |
NOC:Graph Theory |
Lecture 14 - Maximum Matching in Bipartite Graph - 1 |
Link |
NOC:Graph Theory |
Lecture 15 - Hall's Theorem and Konig's Theorem |
Link |
NOC:Graph Theory |
Lecture 16 - Hall's Theorem and Konig's Theorem - 1 |
Link |
NOC:Graph Theory |
Lecture 17 - Independent Set and Edge Cover |
Link |
NOC:Graph Theory |
Lecture 18 - Independent Set and Edge Cover - 1 |
Link |
NOC:Graph Theory |
Lecture 19 - Matching in General Graphs |
Link |
NOC:Graph Theory |
Lecture 20 - Proof of Halls Theorem |
Link |
NOC:Graph Theory |
Lecture 21 - Stable Matching |
Link |
NOC:Graph Theory |
Lecture 22 - Gale-Shapley Algorithm |
Link |
NOC:Graph Theory |
Lecture 23 - Graph Connectivity |
Link |
NOC:Graph Theory |
Lecture 24 - Graph Connectivity - 1 |
Link |
NOC:Graph Theory |
Lecture 25 - 2-Connected Graphs |
Link |
NOC:Graph Theory |
Lecture 26 - 2-Connected Graphs - 1 |
Link |
NOC:Graph Theory |
Lecture 27 - Subdivision of an edge; 2-edge-connected graphs |
Link |
NOC:Graph Theory |
Lecture 28 - Problems Related to Graphs Connectivity |
Link |
NOC:Graph Theory |
Lecture 29 - Flow Network |
Link |
NOC:Graph Theory |
Lecture 30 - Residual Network and Augmenting Path |
Link |
NOC:Graph Theory |
Lecture 31 - Augmenting Path Algorithm |
Link |
NOC:Graph Theory |
Lecture 32 - Max-Flow and Min-Cut |
Link |
NOC:Graph Theory |
Lecture 33 - Max-Flow and Min-Cut Theorem |
Link |
NOC:Graph Theory |
Lecture 34 - Vertex Colouring |
Link |
NOC:Graph Theory |
Lecture 35 - Chromatic Number and Max. Degree |
Link |
NOC:Graph Theory |
Lecture 36 - Edge Colouring |
Link |
NOC:Graph Theory |
Lecture 37 - Planar Graphs and Euler's Formula |
Link |
NOC:Graph Theory |
Lecture 38 - Characterization Of Planar Graphs |
Link |
NOC:Graph Theory |
Lecture 39 - Colouring of Planar Graphs |
Link |
NOC:Transform Techniques for Engineers |
Lecture 1 - Introduction to Fourier series |
Link |
NOC:Transform Techniques for Engineers |
Lecture 2 - Fourier series - Examples |
Link |
NOC:Transform Techniques for Engineers |
Lecture 3 - Complex Fourier series |
Link |
NOC:Transform Techniques for Engineers |
Lecture 4 - Conditions for the Convergence of Fourier Series |
Link |
NOC:Transform Techniques for Engineers |
Lecture 5 - Conditions for the Convergence of Fourier Series (Continued...) |
Link |
NOC:Transform Techniques for Engineers |
Lecture 6 - Use of Delta function in the Fourier series convergence |
Link |
NOC:Transform Techniques for Engineers |
Lecture 7 - More Examples on Fourier Series of a Periodic Signal |
Link |
NOC:Transform Techniques for Engineers |
Lecture 8 - Gibb's Phenomenon in the Computation of Fourier Series |
Link |
NOC:Transform Techniques for Engineers |
Lecture 9 - Properties of Fourier Transform of a Periodic Signal |
Link |
NOC:Transform Techniques for Engineers |
Lecture 10 - Properties of Fourier transform (Continued...) |
Link |
NOC:Transform Techniques for Engineers |
Lecture 11 - Parseval's Identity and Recap of Fourier series |
Link |
NOC:Transform Techniques for Engineers |
Lecture 12 - Fourier integral theorem-an informal proof |
Link |
NOC:Transform Techniques for Engineers |
Lecture 13 - Definition of Fourier transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 14 - Fourier transform of a Heavyside function |
Link |
NOC:Transform Techniques for Engineers |
Lecture 15 - Use of Fourier transforms to evaluate some integrals |
Link |
NOC:Transform Techniques for Engineers |
Lecture 16 - Evaluation of an integral- Recall of complex function theory |
Link |
NOC:Transform Techniques for Engineers |
Lecture 17 - Properties of Fourier transforms of non-periodic signals |
Link |
NOC:Transform Techniques for Engineers |
Lecture 18 - More properties of Fourier transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 19 - Fourier integral theorem - proof |
Link |
NOC:Transform Techniques for Engineers |
Lecture 20 - Application of Fourier transform to ODE's |
Link |
NOC:Transform Techniques for Engineers |
Lecture 21 - Application of Fourier transforms to differential and integral equations |
Link |
NOC:Transform Techniques for Engineers |
Lecture 22 - Evaluation of integrals by Fourier transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 23 - D'Alembert's solution by Fourier transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 24 - Solution of Heat equation by Fourier transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 25 - Solution of Heat and Laplace equations by Fourier transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 26 - Introduction to Laplace transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 27 - Laplace transform of elementary functions |
Link |
NOC:Transform Techniques for Engineers |
Lecture 28 - Properties of Laplace transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 29 - Properties of Laplace transforms (Continued...) |
Link |
NOC:Transform Techniques for Engineers |
Lecture 30 - Methods of finding inverse Laplace transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 31 - Heavyside expansion theorem |
Link |
NOC:Transform Techniques for Engineers |
Lecture 32 - Review of complex function theory |
Link |
NOC:Transform Techniques for Engineers |
Lecture 33 - Inverse Laplace transform by contour integration |
Link |
NOC:Transform Techniques for Engineers |
Lecture 34 - Application of Laplace transforms - ODEs' |
Link |
NOC:Transform Techniques for Engineers |
Lecture 35 - Solutions of initial or boundary value problems for ODEs' |
Link |
NOC:Transform Techniques for Engineers |
Lecture 36 - Solving first order PDE's by Laplace transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 37 - Solution of wave equation by Laplace transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 38 - Solving hyperbolic equations by Laplace transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 39 - Solving heat equation by Laplace transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 40 - Initial boundary value problems for heat equations |
Link |
NOC:Transform Techniques for Engineers |
Lecture 41 - Solution of Integral Equations by Laplace Transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 42 - Evaluation of Integrals by Laplace Transform |
Link |
NOC:Transform Techniques for Engineers |
Lecture 43 - Introduction to Z-Transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 44 - Properties of Z-Transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 45 - Inverse Z-transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 46 - Solution of difference equations by Z-transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 47 - Evaluation of infinite sums by Z-transforms |
Link |
NOC:Transform Techniques for Engineers |
Lecture 48 - conclusions |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 1 - Introduction to probability and Statistics |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 2 - Types of data |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 3 - Categorical data |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 4 - Describing Categorical data |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 5 - Describing Categorical data (Continued...) |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 6 - Describing numerical data |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 7 - Describing numerical data (Continued...) |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 8 - Exercises, Association between categorical variables |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 9 - Association between categorical variables (Continued...) |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 10 - Association between numerical variables |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 11 - Association between numerical variables (Continued...) |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 12 - Probability |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 13 - Rules of Probability |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 14 - Rules of Probability (Continued...) |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 15 - Conditional Probability |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 16 - Random variables |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 17 - Random variables - concepts and exercises |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 18 - Association between Random variables |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 19 - Binomial Distribution |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 20 - Normal distribution |
Link |
NOC:Introduction to Probability and Statistics |
Lecture 21 - Additional Examples |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 1 - Motivational examples of groups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 2 - Definition of a group and examples |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 3 - More examples of groups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 4 - Basic properties of groups and multiplication tables |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 5 - Problems - 1 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 6 - Problems - 2 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 7 - Problems - 3 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 8 - Subgroups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 9 - Types of groups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 10 - Group homomorphisms and examples |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 11 - Properties of homomorphisms |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 12 - Group isomorphisms |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 13 - Normal subgroups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 14 - Equivalence relations |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 15 - Problems - 4 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 16 - Cosets and Lagrange's theorem |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 17 - S_3 revisited |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 18 - Problems - 5 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 19 - Quotient groups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 20 - Examples of quotient groups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 21 - First isomorphism theorem |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 22 - Examples and Second isomorphism theorem |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 23 - Third isomorphism theorem |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 24 - Cauchy's theorem |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 25 - Problems - 6 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 26 - Symmetric groups - I |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 27 - Symmetric Groups - II |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 28 - Symmetric groups - III |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 29 - Symmetric groups - IV |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 30 - Odd and even permutations - I |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 31 - Odd and even permutations - II |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 32 - Alternating groups |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 33 - Group actions |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 34 - Examples of group actions |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 35 - Orbits and stabilizers |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 36 - Counting formula |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 37 - Cayley's theorem |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 38 - Problems - 7 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 39 - Problems - 8 and Class equation |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 40 - Group actions on subsets |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 41 - Sylow Theorem - I |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 42 - Sylow Theorem - II |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 43 - Sylow Theorem - III |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 44 - Problems - 9 |
Link |
NOC:Introduction to Abstract Group Theory |
Lecture 45 - Problems - 10 |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 1 - Permutation, symmetry and groups |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 2 - Groups acting on a set/an object |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 3 - More on group actions |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 4 - Groups and parity |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 5 - Parity and puzzles |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 6 - Generators and relations |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 7 - Cosets, quotients and homomorphisms |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 8 - Cayley graphs of groups |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 9 - Platonic solids |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 10 - Symmetries of plane and wallpapers |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 11 - Introduction to GAP |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 12 - GAP through Rubik's cube |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 13 - Representing abstract groups |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 14 - A quick introduction to group representations |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 15 - Rotations and quaternions |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 16 - Rotational symmetries of platonic solids |
Link |
NOC:Groups: Motion, Symmetry and Puzzles |
Lecture 17 - Finite subgroups of SO(3) |
Link |
NOC:Introduction to Rings and Fields |
Lecture 1 - Introduction, main definitions |
Link |
NOC:Introduction to Rings and Fields |
Lecture 2 - Examples of rings |
Link |
NOC:Introduction to Rings and Fields |
Lecture 3 - More examples |
Link |
NOC:Introduction to Rings and Fields |
Lecture 4 - Polynomial Rings - 1 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 5 - Polynomial Rings - 2 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 6 - Homomorphisms |
Link |
NOC:Introduction to Rings and Fields |
Lecture 7 - Kernels, ideals |
Link |
NOC:Introduction to Rings and Fields |
Lecture 8 - Problems - 1 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 9 - Problems - 2 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 10 - Problems - 3 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 11 - Quotient Rings |
Link |
NOC:Introduction to Rings and Fields |
Lecture 12 - First isomorphism and correspondence theorems |
Link |
NOC:Introduction to Rings and Fields |
Lecture 13 - Examples of correspondence theorem |
Link |
NOC:Introduction to Rings and Fields |
Lecture 14 - Prime ideals |
Link |
NOC:Introduction to Rings and Fields |
Lecture 15 - Maximal ideals, integral domains |
Link |
NOC:Introduction to Rings and Fields |
Lecture 16 - Existence of maximal ideals |
Link |
NOC:Introduction to Rings and Fields |
Lecture 17 - Problems - 4 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 18 - Problems - 5 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 19 - Problems - 6 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 20 - Field of fractions, Noetherian rings - 1 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 21 - Noetherian rings - 2 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 22 - Hilbert Basis Theorem |
Link |
NOC:Introduction to Rings and Fields |
Lecture 23 - Irreducible, prime elements |
Link |
NOC:Introduction to Rings and Fields |
Lecture 24 - Irreducible, prime elements, GCD |
Link |
NOC:Introduction to Rings and Fields |
Lecture 25 - Principal Ideal Domains |
Link |
NOC:Introduction to Rings and Fields |
Lecture 26 - Unique Factorization Domains - 1 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 27 - Unique Factorization Domains - 2 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 28 - Gauss Lemma |
Link |
NOC:Introduction to Rings and Fields |
Lecture 29 - Z[X] is a UFD |
Link |
NOC:Introduction to Rings and Fields |
Lecture 30 - Eisenstein criterion and Problems - 7 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 31 - Problems - 8 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 32 - Problems - 9 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 33 - Field extensions - 1 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 34 - Field extensions - 2 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 35 - Degree of a field extension - 1 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 36 - Degree of a field extension - 2 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 37 - Algebraic elements form a field |
Link |
NOC:Introduction to Rings and Fields |
Lecture 38 - Field homomorphisms |
Link |
NOC:Introduction to Rings and Fields |
Lecture 39 - Splitting fields |
Link |
NOC:Introduction to Rings and Fields |
Lecture 40 - Finite fields - 1 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 41 - Finite fields - 2 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 42 - Finite fields - 3 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 43 - Problems - 10 |
Link |
NOC:Introduction to Rings and Fields |
Lecture 44 - Problems - 11 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 1 - Prerequisite Measure Theory - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 2 - Prerequisite Measure Theory - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 3 - Prerequisite Measure Theory - Part 3 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 4 - Random variable |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 5 - Stochastic Process |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 6 - Conditional Expectation |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 7 - Preliminary for Stochastic Integration - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 8 - Preliminary for Stochastic Integration - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 9 - Definition and properties of Stochastic Integration - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 10 - Definition and properties of Stochastic Integration - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 11 - Further properties of Stochastic Integration |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 12 - Extension of stochastic integral |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 13 - change of variable formula and proof - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 14 - change of variable formula and proof - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 15 - Brownian motion as the building block |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 16 - Brownian motion and its martingale property - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 17 - Brownian motion and its martingale property - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 18 - Application of Ito’s rule on Ito process |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 19 - Harmonic function and its properties |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 20 - Maximum principle of harmonic function |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 21 - Dirichlet Problem and bounded solution |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 22 - Example of a Dirichlet problem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 23 - Regular points at the boundary |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 24 - Zarembas cone condition for regularity |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 25 - Summary of the Zaremba's cone condition |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 26 - Continuity of candidate solution at regular points - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 27 - Continuity of candidate solution at regular points - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 28 - Summary of bounded solution to the Dirichlet Problem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 29 - Stochastic representation of bounded solution to a heat equation - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 30 - Stochastic representation of bounded solution to a heat equation - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 31 - Uniqueness of solution to the heat equation |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 32 - Remark on Tychonoff's Theorem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 33 - Widder’s result and its extension on heat equation |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 34 - Solution to the mixed initial boundary value problem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 35 - The Feynman-Kac formula |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 36 - Kac’s theorem on the stochastic representation of solution to a second-order linear ODE - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 37 - Kac’s theorem on the stochastic representation of solution to a second-order linear ODE - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 38 - Geometric Brownian motion |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 39 - A system of stochastic differential equations in application |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 40 - Brownian bridge |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 41 - Simulation of stochastic differential equations |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 42 - Stochastic differential equations: Uniqueness |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 43 - Stochastic differential equations: Existence - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 44 - Stochastic differential equations: Existence - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 45 - Stochastic differential equations: Existence - Part 3 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 46 - Stochastic differential equations: Weak solution |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 47 - Functional Stochastic Differential Equations |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 48 - Statement of Dirichlet and Cauchy problems with variable coefficients elliptic operators |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 49 - Cauchy Problem with variable coefficients: Feynman-Kac formula - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 50 - Cauchy Problem with variable coefficients: Feynman-Kac formula - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 51 - Semigroup of bounded linear operators on Banach space - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 52 - Semigroup of bounded linear operators on Banach space - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 53 - Growth property of C0 semigroup |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 54 - Unique semigroup generated by a bounded linear operator |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 55 - Homogeneous initial value problem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 56 - Mild solution to homogeneous initial value problem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 57 - Mild solution to inhomogeneous initial value problem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 58 - Sufficient condition for existence of classical solution of IVP |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 59 - Tutorial on Resolvant operator |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 60 - Feynman-Kac formula and the formula of variations of constants |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 61 - Non-autonomous evolution problem and mild/generalized solution |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 62 - Sufficient condition for existence of an evolution system |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 63 - Y-valued solution |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 64 - mild/generalized solution to Semi-linear Evolution Problem |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 65 - Existence of classical solution - Part 1 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 66 - Existence of classical solution - Part 2 |
Link |
NOC:Probabilistic Methods in PDE |
Lecture 67 - Conclusion video |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 1 - Vector Spaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 2 - Examples of Vector Spaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 3 - Vector Subspaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 4 - Linear Combinations and Span |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 5 - Linear Independence |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 6 - Basis |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 7 - Dimension |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 8 - Replacement theorem consequences |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 9 - Linear Transformations |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 10 - Rank Nullity |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 11 - Linear Transformation Basis |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 12 - Linear Transformation and Matrices |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 13 - Problem session |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 14 - Linear Transformation and Matrices (Continued...) |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 15 - Invertible Linear Transformations |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 16 - Invertible Linear Transformations and Matrices |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 17 - Change of Basis |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 18 - Product of Vector Spaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 19 - Dual Spaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 20 - Quotient Spaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 21 - Row operations |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 22 - Rank of a Matrix |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 23 - Inverting matrices |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 24 - Determinants |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 25 - Problem Session |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 26 - Diagonal Matrices |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 27 - Eigenvectors and eigenvalues |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 28 - Computing eigenvalues |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 29 - Characteristic ploynomia |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 30 - Diagonalizibility |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 31 - Multiplicity of eigenvalues |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 32 - Invariant subspaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 33 - Complex Vector Spaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 34 - Inner Product Spaces |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 35 - Inner Product and Length |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 36 - Orthogonality |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 37 - Problem Session |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 38 - Problem Session |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 39 - Orthonormal Basis |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 40 - Gram Schmidt Orthogonalization |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 41 - Orthogonal Complements |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 42 - Problem Session |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 43 - Riesz Representation Theorem |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 44 - Adjoint of a linear transformation |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 45 - Problem Session |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 46 - Normal Operators |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 47 - Self Adjoint Operators |
Link |
NOC:Linear Algebra (Prof. Pranav Haridas) |
Lecture 48 - Spectral Theorem |
Link |
NOC:Algebra - I |
Lecture 1 - Permutations |
Link |
NOC:Algebra - I |
Lecture 2 - Group Axioms |
Link |
NOC:Algebra - I |
Lecture 3 - Order and Conjugacy |
Link |
NOC:Algebra - I |
Lecture 4 - Subgroups |
Link |
NOC:Algebra - I |
Lecture 5 - Problem solving |
Link |
NOC:Algebra - I |
Lecture 6 - Group Actions |
Link |
NOC:Algebra - I |
Lecture 7 - Cosets |
Link |
NOC:Algebra - I |
Lecture 8 - Group Homomorphisms |
Link |
NOC:Algebra - I |
Lecture 9 - Normal subgroups |
Link |
NOC:Algebra - I |
Lecture 10 - Qutient Groups |
Link |
NOC:Algebra - I |
Lecture 11 - Product and Chinese Remainder Theorem |
Link |
NOC:Algebra - I |
Lecture 12 - Dihedral Groups |
Link |
NOC:Algebra - I |
Lecture 13 - Semidirect products |
Link |
NOC:Algebra - I |
Lecture 14 - Problem solving |
Link |
NOC:Algebra - I |
Lecture 15 - The Orbit Counting Theorem |
Link |
NOC:Algebra - I |
Lecture 16 - Fixed points of group actions |
Link |
NOC:Algebra - I |
Lecture 17 - Second application: Fixed points of group actions |
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NOC:Algebra - I |
Lecture 18 - Sylow Theorem - a preliminary proposition |
Link |
NOC:Algebra - I |
Lecture 19 - Sylow Theorem - I |
Link |
NOC:Algebra - I |
Lecture 20 - Problem solving - I |
Link |
NOC:Algebra - I |
Lecture 21 - Problem solving - II |
Link |
NOC:Algebra - I |
Lecture 22 - Sylow Theorem - II |
Link |
NOC:Algebra - I |
Lecture 23 - Sylow Theorem - III |
Link |
NOC:Algebra - I |
Lecture 24 - Problem solving - I |
Link |
NOC:Algebra - I |
Lecture 25 - Problem solving - II |
Link |
NOC:Algebra - I |
Lecture 26 - Free Groups - I |
Link |
NOC:Algebra - I |
Lecture 27 - Free Groups - IIa |
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NOC:Algebra - I |
Lecture 28 - Free Groups - IIb |
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NOC:Algebra - I |
Lecture 29 - Free Groups - III |
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NOC:Algebra - I |
Lecture 30 - Free Groups - IV |
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NOC:Algebra - I |
Lecture 31 - Problem Solving/Examples |
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NOC:Algebra - I |
Lecture 32 - Generators and relations for symmetric groups – I |
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NOC:Algebra - I |
Lecture 33 - Generators and relations for symmetric groups – II |
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NOC:Algebra - I |
Lecture 34 - Definition of a Ring |
Link |
NOC:Algebra - I |
Lecture 35 - Euclidean Domains |
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NOC:Algebra - I |
Lecture 36 - Gaussian Integers |
Link |
NOC:Algebra - I |
Lecture 37 - The Fundamental Theorem of Arithmetic |
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NOC:Algebra - I |
Lecture 38 - Divisibility and Ideals |
Link |
NOC:Algebra - I |
Lecture 39 - Factorization and the Noetherian Condition |
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NOC:Algebra - I |
Lecture 40 - Examples of Ideals in Commutative Rings |
Link |
NOC:Algebra - I |
Lecture 41 - Problem Solving/Examples |
Link |
NOC:Algebra - I |
Lecture 42 - The Ring of Formal Power Series |
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NOC:Algebra - I |
Lecture 43 - Fraction Fields |
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NOC:Algebra - I |
Lecture 44 - Path Algebra of a Quiver |
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NOC:Algebra - I |
Lecture 45 - Ideals In Non-Commutative Rings |
Link |
NOC:Algebra - I |
Lecture 46 - Product of Rings |
Link |
NOC:Algebra - I |
Lecture 47 - Ring Homomorphisms |
Link |
NOC:Algebra - I |
Lecture 48 - Quotient Rings |
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NOC:Algebra - I |
Lecture 49 - Problem solving |
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NOC:Algebra - I |
Lecture 50 - Tensor and Exterior Algebras |
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NOC:Algebra - I |
Lecture 51 - Modules: definition |
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NOC:Algebra - I |
Lecture 52 - Modules over polynomial rings $K[x]$ |
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NOC:Algebra - I |
Lecture 53 - Modules: alternative definition |
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NOC:Algebra - I |
Lecture 54 - Modules: more examples |
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NOC:Algebra - I |
Lecture 55 - Submodules |
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NOC:Algebra - I |
Lecture 56 - General constructions of submodules |
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NOC:Algebra - I |
Lecture 57 - Problem Solving |
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NOC:Algebra - I |
Lecture 58 - Quotient modules |
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NOC:Algebra - I |
Lecture 59 - Homomorphisms |
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NOC:Algebra - I |
Lecture 60 - More examples of homomorphisms |
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NOC:Algebra - I |
Lecture 61 - First isomorphism theorem |
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NOC:Algebra - I |
Lecture 62 - Direct sums of modules |
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NOC:Algebra - I |
Lecture 63 - Complementary submodules |
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NOC:Algebra - I |
Lecture 64 - Change of ring |
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NOC:Algebra - I |
Lecture 65 - Problem solving |
Link |
NOC:Algebra - I |
Lecture 66 - Free Modules (finitely generated) |
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NOC:Algebra - I |
Lecture 67 - Determinants |
Link |
NOC:Algebra - I |
Lecture 68 - Primary Decomposition |
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NOC:Algebra - I |
Lecture 69 - Problem solving |
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NOC:Algebra - I |
Lecture 70 - Finitely generated modules and the Noetherian condition |
Link |
NOC:Algebra - I |
Lecture 71 - Counterexamples to the Noetherian condition |
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NOC:Algebra - I |
Lecture 72 - Generators and relations for Finitely Generated Modules |
Link |
NOC:Algebra - I |
Lecture 73 - General Linear Group over a Commutative Ring |
Link |
NOC:Algebra - I |
Lecture 74 - Equivalence of Matrices |
Link |
NOC:Algebra - I |
Lecture 75 - Smith Canonical Form for a Euclidean domain |
Link |
NOC:Algebra - I |
Lecture 76 - solved_problems1 |
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NOC:Algebra - I |
Lecture 77 - Smith Canonical Form for PID |
Link |
NOC:Algebra - I |
Lecture 78 - Structure of finitely generated modules over a PID |
Link |
NOC:Algebra - I |
Lecture 79 - Structure of a finitely generated abelian group |
Link |
NOC:Algebra - I |
Lecture 80 - Similarity of Matrices |
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NOC:Algebra - I |
Lecture 81 - Deciding Similarity |
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NOC:Algebra - I |
Lecture 82 - Rational Canonical Form |
Link |
NOC:Algebra - I |
Lecture 83 - Jordan Canonical Form |
Link |
NOC:Computational Commutative Algebra |
Lecture 1 - Definitions |
Link |
NOC:Computational Commutative Algebra |
Lecture 2 - Homomorphisms |
Link |
NOC:Computational Commutative Algebra |
Lecture 3 - Quotient rings |
Link |
NOC:Computational Commutative Algebra |
Lecture 4 - Noetherian rings |
Link |
NOC:Computational Commutative Algebra |
Lecture 5 - Monomials |
Link |
NOC:Computational Commutative Algebra |
Lecture 6 - Initial ideals |
Link |
NOC:Computational Commutative Algebra |
Lecture 7 - Division algorithm |
Link |
NOC:Computational Commutative Algebra |
Lecture 8 - Grobner basis |
Link |
NOC:Computational Commutative Algebra |
Lecture 9 - Solving Polynomial Equations |
Link |
NOC:Computational Commutative Algebra |
Lecture 10 - Nullstellensatz - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 11 - Nullstellensatz - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 12 - Buchberger criterion |
Link |
NOC:Computational Commutative Algebra |
Lecture 13 - Monomial basis |
Link |
NOC:Computational Commutative Algebra |
Lecture 14 - Elimination |
Link |
NOC:Computational Commutative Algebra |
Lecture 15 - Modules - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 16 - Modules - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 17 - Localisation |
Link |
NOC:Computational Commutative Algebra |
Lecture 18 - Nakayama Lemma |
Link |
NOC:Computational Commutative Algebra |
Lecture 19 - Spectrum - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 20 - Spectrum - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 21 - Associated primes |
Link |
NOC:Computational Commutative Algebra |
Lecture 22 - Primary Decomposition |
Link |
NOC:Computational Commutative Algebra |
Lecture 23 - Support of a module |
Link |
NOC:Computational Commutative Algebra |
Lecture 24 - Associated primes |
Link |
NOC:Computational Commutative Algebra |
Lecture 25 - Prime avoidance |
Link |
NOC:Computational Commutative Algebra |
Lecture 26 - Saturation - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 27 - Saturation - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 28 - Saturation - Part 3 |
Link |
NOC:Computational Commutative Algebra |
Lecture 29 - Morphisms - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 30 - Morphisms - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 31 - Integral extensions |
Link |
NOC:Computational Commutative Algebra |
Lecture 32 - Noether normalisation lemma |
Link |
NOC:Computational Commutative Algebra |
Lecture 33 - Noether normalisation lemma |
Link |
NOC:Computational Commutative Algebra |
Lecture 34 - Polynomial rings |
Link |
NOC:Computational Commutative Algebra |
Lecture 35 - Going up theorem |
Link |
NOC:Computational Commutative Algebra |
Lecture 36 - Artinian rings |
Link |
NOC:Computational Commutative Algebra |
Lecture 37 - Graded modules |
Link |
NOC:Computational Commutative Algebra |
Lecture 38 - Hilbert polynomial |
Link |
NOC:Computational Commutative Algebra |
Lecture 39 - Hilbert-Samuel polynomial |
Link |
NOC:Computational Commutative Algebra |
Lecture 40 - Artin Rees Lemma |
Link |
NOC:Computational Commutative Algebra |
Lecture 41 - Degree of Hilbert-Samuel polynomial |
Link |
NOC:Computational Commutative Algebra |
Lecture 42 - Dimension of noetherian local rings - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 43 - Dimension of noetherian local rings - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 44 - Dimension of polynomial rings |
Link |
NOC:Computational Commutative Algebra |
Lecture 45 - Algebras over a field |
Link |
NOC:Computational Commutative Algebra |
Lecture 46 - Graded rings - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 47 - Graded rings - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 48 - Polynomial rings over fields |
Link |
NOC:Computational Commutative Algebra |
Lecture 49 - Hilbert series - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 50 - Hilbert series - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 51 - Proj of a graded ring |
Link |
NOC:Computational Commutative Algebra |
Lecture 52 - Homogenization - Part 1 |
Link |
NOC:Computational Commutative Algebra |
Lecture 53 - Homogenization - Part 2 |
Link |
NOC:Computational Commutative Algebra |
Lecture 54 - More on graded rings |
Link |
NOC:Computational Commutative Algebra |
Lecture 55 - Free resolutions |
Link |
NOC:Computational Commutative Algebra |
Lecture 56 - Computing syzygies |
Link |
NOC:Computational Commutative Algebra |
Lecture 57 - Koszul complex |
Link |
NOC:Computational Commutative Algebra |
Lecture 58 - More on Koszul complexes |
Link |
NOC:Computational Commutative Algebra |
Lecture 59 - Castelnuovo Mumford regularity |
Link |
NOC:Computational Commutative Algebra |
Lecture 60 - Castelnuovo Mumford regularity |
Link |
NOC:Laplace Transform |
Lecture 1 - Introduction and Motivation for Laplace transforms - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 2 - Introduction and Motivation for Laplace transforms - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 3 - Improper Riemann integrals: Definition and Existence - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 4 - Improper Riemann integrals: Definition and Existence - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 5 - Existence of Laplace transforms and Examples |
Link |
NOC:Laplace Transform |
Lecture 6 - Properties of Laplace transforms-I - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 7 - Properties of Laplace transforms-I - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 8 - Existence of Laplace transforms for functions with vertical asymptote at the Y-axis - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 9 - Existence of Laplace transforms for functions with vertical asymptote at the Y-axis - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 10 - Properties of Laplace transforms-II - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 11 - Properties of Laplace transforms-II - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 12 - Laplace transform of Derivatives - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 13 - Laplace transform of Derivatives - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 14 - Laplace transform of Periodic functions and Integrals - I |
Link |
NOC:Laplace Transform |
Lecture 15 - Laplace transform of Integrals-II - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 16 - Laplace transform of Integrals-II - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 17 - Inverse Laplace transform and asymptotic behaviour - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 18 - Inverse Laplace transform and asymptotic behaviour - Part 2 |
Link |
NOC:Laplace Transform |
Lecture 19 - Methods of finding Inverse Laplace transform-I- Partial Fractions |
Link |
NOC:Laplace Transform |
Lecture 20 - Methods of finding Inverse Laplace transform-II- Convolution theorem |
Link |
NOC:Laplace Transform |
Lecture 21 - Convolution theorem for Laplace transforms |
Link |
NOC:Laplace Transform |
Lecture 22 - Applications of Laplace transforms |
Link |
NOC:Laplace Transform |
Lecture 23 - Applications of Laplace Transform to physical systems |
Link |
NOC:Laplace Transform |
Lecture 24 - Solving Linear ODE's with polynomial coefficients |
Link |
NOC:Laplace Transform |
Lecture 25 - Integral and Integro-differential equation |
Link |
NOC:Laplace Transform |
Lecture 26 - Further application of Laplace transforms - Part 1 |
Link |
NOC:Laplace Transform |
Lecture 27 - Further application of Laplace transforms - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 1 - Finite Sets and Cardinality |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 2 - Infinite Sets and the Banach-Tarski Paradox - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 3 - Infinite Sets and the Banach-Tarski Paradox - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 4 - Elementary Sets and Elementary measure - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 5 - Elementary Sets and Elementary measure - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 6 - Properties of elementary measure - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 7 - Properties of elementary measure - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 8 - Uniqueness of elementary measure and Jordan measurability - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 9 - Uniqueness of elementary measure and Jordan measurability - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 10 - Characterization of Jordan measurable sets and basic properties of Jordan measure - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 11 - Characterization of Jordan measurable sets and basic properties of Jordan measure - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 12 - Examples of Jordan measurable sets-I |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 13 - Examples of Jordan measurable sets-II - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 14 - Examples of Jordan measurable sets-II - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 15 - Jordan measure under Linear transformations - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 16 - Jordan measure under Linear transformations - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 17 - Connecting the Jordan measure with the Riemann integral - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 18 - Connecting the Jordan measure with the Riemann integral - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 19 - Outer measure - Motivation and Axioms of outer measure |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 20 - Comparing Inner Jordan measure, Lebesgue outer measure and Jordan Outer measure |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 21 - Finite additivity of outer measure on Separated sets, Outer regularity - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 22 - Finite additivity of outer measure on Separated sets, Outer regularity - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 23 - Lebesgue measurable class of sets and their Properties - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 24 - Lebesgue measurable class of sets and their Properties - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 25 - Equivalent criteria for lebesgue measurability of a subset - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 26 - Equivalent criteria for lebesgue measurability of a subset - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 27 - The measure axioms and the Borel-Cantelli Lemma |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 28 - Properties of the Lebesgue measure: Inner regularity,Upward and Downwar Monotone convergence theorem, and Dominated convergence theorem for sets - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 29 - Properties of the Lebesgue measure: Inner regularity,Upward and Downwar Monotone convergence theorem, and Dominated convergence theorem for sets - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 30 - Lebesgue measurability under Linear transformation, Construction of Vitali Set - Part 1 |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 31 - Lebesgue measurability under Linear transformation, Construction of Vitali Set - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 32 - Abstract measure spaces: Boolean and Sigma-algebras |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 33 - Abstract measure and Caratheodory Measurability - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 34 - Abstract measure and Caratheodory Measurability - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 35 - Abstrsct measure and Hahn-Kolmogorov Extension |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 36 - Lebesgue measurable class vs Caratheodory extension of usual outer measure on R^d |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 37 - Examples of Measures defined on R^d via Hahn Kolmogorov extension - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 38 - Examples of Measures defined on R^d via Hahn Kolmogorov extension - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 39 - Measurable functions: definition and basic properties - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 40 - Measurable functions: definition and basic properties - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 41 - Egorov's theorem: abstract version |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 42 - Lebesgue integral of unsigned simple measurable functions: definition and properties |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 43 - Lebesgue integral of unsigned measurable functions: motivation, definition and basic properties |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 44 - Fundamental convergence theorems in Lebesgue integration: Monotone convergence theorem, Tonelli's theorem and Fatou's lemma |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 45 - Lebesgue integral for complex and real measurable functions: the space of L^1 functions |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 46 - Basic properties of L^1-functions and Lebesgue's Dominated convergence theorem |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 47 - L^1 functions on R^d: Egorov's theorem revisited (Littlewood's third principle) |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 48 - L^1 functions on R^d: Statement of Lusin's theorem (Littlewood's second principle), Density of simple functions, step functions, and continuous compactly supported functions in L^1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 49 - L^1 functions on R^d: Proof of Lusin's theorem, space of L^1 functions as a metric space |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 50 - L^1 functions on R^d: the Riesz-Fischer theorem |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 51 - Various modes of convergence of measurable functions |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 52 - Easy implications from one mode of convergence to another |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 53 - Implication map for modes of convergence with various examples |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 54 - Uniqueness of limits across various modes of convergence |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 55 - Some criteria for reverse implications for modes of convergence |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 56 - Riesz Representation theorem- Motivation |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 57 - Basics on Locally compact Hausdorff spaces |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 58 - Borel and Radon measures on LCH spaces |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 59 - Properties of Radon measures and Lusin's theorem on LCH spaces |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 60 - Riesz Representation theorem - Complete statement and proof - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 61 - Riesz Representation theorem - Complete statement and proof - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 62 - Examples of measures constructed using RRT |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 63 - Theorems of Tonelli and Fubini- interchanging the order of integration for repeated integrals: motivation and discussion of product measure spaces |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 64 - Product measures |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 65 - Tonelli's theorem for sets - Part 1 |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 66 - Tonelli's theorem for sets - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 67 - Fubini-Tonelli theorem: interchanging order of integration for measurable and L^1 functions on sigma-finite measure spaces |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 68 - Lebesgue's differentiation theorem: introduction and motivation |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 69 - Lebesgue's differentiation theorem: statement and proof - Part 1 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 70 - Lebesgue's differentiation theorem: statement and proof - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 71 - DIfferentiation theorems: Almost everywhere differentiability for Monotone and Bounded Variation functions - Part 1 |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 72 - DIfferentiation theorems: Almost everywhere differentiability for Monotone and Bounded Variation functions - Part 2 |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 73 - Riesz's Rising Sun Lemma |
Link |
NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 74 - Differentiation theorem for monone continuous functions |
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NOC:Measure Theory (Prof. Indrava Roy) |
Lecture 75 - Differentation theorem for general monotone functions and Second fundamental theorem of calculus for absolutely continuous functions |
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NOC:Complex Analysis |
Lecture 1 - Field of Complex Numbers |
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NOC:Complex Analysis |
Lecture 2 - Conjugation and Absolute value |
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NOC:Complex Analysis |
Lecture 3 - Topology on Complex plane |
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NOC:Complex Analysis |
Lecture 4 - Topology on Complex Plane (Continued...) |
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NOC:Complex Analysis |
Lecture 5 - Problem Session |
Link |
NOC:Complex Analysis |
Lecture 6 - Isometries on the Complex Plane |
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NOC:Complex Analysis |
Lecture 7 - Functions on the Complex Plane |
Link |
NOC:Complex Analysis |
Lecture 8 - Complex differentiability |
Link |
NOC:Complex Analysis |
Lecture 9 - Power Series |
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NOC:Complex Analysis |
Lecture 10 - Differentiation of power series |
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NOC:Complex Analysis |
Lecture 11 - Problem Session |
Link |
NOC:Complex Analysis |
Lecture 12 - Cauchy-Riemann equations |
Link |
NOC:Complex Analysis |
Lecture 13 - Harmonic functions |
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NOC:Complex Analysis |
Lecture 14 - Möbius transformations |
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NOC:Complex Analysis |
Lecture 15 - Problem session |
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NOC:Complex Analysis |
Lecture 16 - Curves in the complex plane |
Link |
NOC:Complex Analysis |
Lecture 17 - Complex Integration over curves |
Link |
NOC:Complex Analysis |
Lecture 18 - First Fundamental theorem of Calculus |
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NOC:Complex Analysis |
Lecture 19 - Second Fundamental theorem of Calculus |
Link |
NOC:Complex Analysis |
Lecture 20 - Problem session |
Link |
NOC:Complex Analysis |
Lecture 21 - Homotopy of curves |
Link |
NOC:Complex Analysis |
Lecture 22 - Cauchy-Goursat theorem |
Link |
NOC:Complex Analysis |
Lecture 23 - Cauchy's theorem |
Link |
NOC:Complex Analysis |
Lecture 24 - Problem Session |
Link |
NOC:Complex Analysis |
Lecture 25 - Cauchy Integral Formula |
Link |
NOC:Complex Analysis |
Lecture 26 - Principle of analytic continuation and Cauchy estimates |
Link |
NOC:Complex Analysis |
Lecture 27 - Further consequences of Cauchy Integral Formula |
Link |
NOC:Complex Analysis |
Lecture 28 - Problem session |
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NOC:Complex Analysis |
Lecture 29 - Winding number |
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NOC:Complex Analysis |
Lecture 30 - Open mapping theorem |
Link |
NOC:Complex Analysis |
Lecture 31 - Schwarz reflection principle |
Link |
NOC:Complex Analysis |
Lecture 32 - Problem session |
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NOC:Complex Analysis |
Lecture 33 - Singularities of a holomorphic function |
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NOC:Complex Analysis |
Lecture 34 - Pole of a function |
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NOC:Complex Analysis |
Lecture 35 - Laurent Series |
Link |
NOC:Complex Analysis |
Lecture 36 - Casorati Weierstrass theorem |
Link |
NOC:Complex Analysis |
Lecture 37 - Problem Session |
Link |
NOC:Complex Analysis |
Lecture 38 - Residue theorem |
Link |
NOC:Complex Analysis |
Lecture 39 - Argument principle |
Link |
NOC:Complex Analysis |
Lecture 40 - Problem Session |
Link |
NOC:Complex Analysis |
Lecture 41 - Branch of the Complex logarithm |
Link |
NOC:Complex Analysis |
Lecture 42 - Automorphisms of the Unit disk |
Link |
NOC:Complex Analysis |
Lecture 43 - Phragmen Lindelof method |
Link |
NOC:Complex Analysis |
Lecture 44 - Problem Session |
Link |
NOC:Complex Analysis |
Lecture 45 - Lifting of maps |
Link |
NOC:Complex Analysis |
Lecture 46 - Covering spaces |
Link |
NOC:Complex Analysis |
Lecture 47 - Bloch's theorem |
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NOC:Complex Analysis |
Lecture 48 - Little Picard's theorem |
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NOC:Real Analysis - I |
Lecture 1 - WEEK 1 - INTRODUCTION |
Link |
NOC:Real Analysis - I |
Lecture 2 - Why study Real Analysis |
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NOC:Real Analysis - I |
Lecture 3 - Square root of 2 |
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NOC:Real Analysis - I |
Lecture 4 - Wason's selection task |
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NOC:Real Analysis - I |
Lecture 5 - Zeno's Paradox |
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NOC:Real Analysis - I |
Lecture 6 - Basic set theory |
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NOC:Real Analysis - I |
Lecture 7 - Basic logic |
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NOC:Real Analysis - I |
Lecture 8 - Quantifiers |
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NOC:Real Analysis - I |
Lecture 9 - Proofs |
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NOC:Real Analysis - I |
Lecture 10 - Functions and relations |
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NOC:Real Analysis - I |
Lecture 11 - Axioms of Set Theory |
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NOC:Real Analysis - I |
Lecture 12 - Equivalence relations |
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NOC:Real Analysis - I |
Lecture 13 - What are the rationals |
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NOC:Real Analysis - I |
Lecture 14 - Cardinality |
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NOC:Real Analysis - I |
Lecture 15 - WEEK 2 - INTRODUCTION |
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NOC:Real Analysis - I |
Lecture 16 - Field axioms |
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NOC:Real Analysis - I |
Lecture 17 - Order axioms |
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NOC:Real Analysis - I |
Lecture 18 - Absolute value |
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NOC:Real Analysis - I |
Lecture 19 - The completeness axiom |
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NOC:Real Analysis - I |
Lecture 20 - Nested intervals property |
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NOC:Real Analysis - I |
Lecture 21 - NIP+AP⇒ Completeness |
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NOC:Real Analysis - I |
Lecture 22 - Existence of square roots |
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NOC:Real Analysis - I |
Lecture 23 - Uncountability of the real numbers |
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NOC:Real Analysis - I |
Lecture 24 - Density of rationals and irrationals |
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NOC:Real Analysis - I |
Lecture 25 - WEEK 3 - INTRODUCTION |
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NOC:Real Analysis - I |
Lecture 26 - Motivation for infinite sums |
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NOC:Real Analysis - I |
Lecture 27 - Definition of sequence and examples |
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NOC:Real Analysis - I |
Lecture 28 - Definition of convergence |
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NOC:Real Analysis - I |
Lecture 29 - Uniqueness of limits |
Link |
NOC:Real Analysis - I |
Lecture 30 - Achilles and the tortoise |
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NOC:Real Analysis - I |
Lecture 31 - Deep dive into the definition of convergence |
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NOC:Real Analysis - I |
Lecture 32 - A descriptive language for convergence |
Link |
NOC:Real Analysis - I |
Lecture 33 - Limit laws |
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NOC:Real Analysis - I |
Lecture 34 - Subsequences |
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NOC:Real Analysis - I |
Lecture 35 - Examples of convergent and divergent sequences |
Link |
NOC:Real Analysis - I |
Lecture 36 - Some special sequences-CORRECT |
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NOC:Real Analysis - I |
Lecture 37 - Monotone sequences |
Link |
NOC:Real Analysis - I |
Lecture 38 - Bolzano-Weierstrass theorem |
Link |
NOC:Real Analysis - I |
Lecture 39 - The Cauchy Criterion |
Link |
NOC:Real Analysis - I |
Lecture 40 - MCT implies completeness |
Link |
NOC:Real Analysis - I |
Lecture 41 - Definition and examples of infinite series |
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NOC:Real Analysis - I |
Lecture 42 - Cauchy tests-Corrected |
Link |
NOC:Real Analysis - I |
Lecture 43 - Tests for convergence |
Link |
NOC:Real Analysis - I |
Lecture 44 - Erdos_s proof on divergence of reciprocals of primes |
Link |
NOC:Real Analysis - I |
Lecture 45 - Resolving Zeno_s paradox |
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NOC:Real Analysis - I |
Lecture 46 - Absolute and conditional convergence |
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NOC:Real Analysis - I |
Lecture 47 - Absolute convergence continued |
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NOC:Real Analysis - I |
Lecture 48 - The number e |
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NOC:Real Analysis - I |
Lecture 49 - Grouping terms of an infinite series |
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NOC:Real Analysis - I |
Lecture 50 - The Cauchy product |
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NOC:Real Analysis - I |
Lecture 51 - WEEK 5 - INTRODUCTION |
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NOC:Real Analysis - I |
Lecture 52 - The role of topology in real analysis |
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NOC:Real Analysis - I |
Lecture 53 - Open and closed sets |
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NOC:Real Analysis - I |
Lecture 54 - Basic properties of adherent and limit points |
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NOC:Real Analysis - I |
Lecture 55 - Basic properties of open and closed sets |
Link |
NOC:Real Analysis - I |
Lecture 56 - Definition of continuity |
Link |
NOC:Real Analysis - I |
Lecture 57 - Deep dive into epsilon-delta |
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NOC:Real Analysis - I |
Lecture 58 - Negating continuity |
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NOC:Real Analysis - I |
Lecture 59 - The functions x and x2 |
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NOC:Real Analysis - I |
Lecture 60 - Limit laws |
Link |
NOC:Real Analysis - I |
Lecture 61 - Limit of sin x_x |
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NOC:Real Analysis - I |
Lecture 62 - Relationship between limits and continuity |
Link |
NOC:Real Analysis - I |
Lecture 63 - Global continuity and open sets |
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NOC:Real Analysis - I |
Lecture 64 - Continuity of square root |
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NOC:Real Analysis - I |
Lecture 65 - Operations on continuous functions |
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NOC:Real Analysis - I |
Lecture 66 - Language for limits |
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NOC:Real Analysis - I |
Lecture 67 - Infinite limits |
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NOC:Real Analysis - I |
Lecture 68 - One sided limits |
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NOC:Real Analysis - I |
Lecture 69 - Limits of polynomials |
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NOC:Real Analysis - I |
Lecture 70 - Compactness |
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NOC:Real Analysis - I |
Lecture 71 - The Heine-Borel theorem |
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NOC:Real Analysis - I |
Lecture 72 - Open covers and compactness |
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NOC:Real Analysis - I |
Lecture 73 - Equivalent notions of compactness |
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NOC:Real Analysis - I |
Lecture 74 - The extreme value theorem |
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NOC:Real Analysis - I |
Lecture 75 - Uniform continuity |
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NOC:Real Analysis - I |
Lecture 76 - Connectedness |
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NOC:Real Analysis - I |
Lecture 77 - Intermediate Value Theorem |
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NOC:Real Analysis - I |
Lecture 78 - Darboux continuity and monotone functions |
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NOC:Real Analysis - I |
Lecture 79 - Perfect sets and the Cantor set |
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NOC:Real Analysis - I |
Lecture 80 - The structure of open sets |
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NOC:Real Analysis - I |
Lecture 81 - The Baire Category theorem |
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NOC:Real Analysis - I |
Lecture 82 - Discontinuities |
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NOC:Real Analysis - I |
Lecture 83 - Classification of discontinuities and monotone functions |
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NOC:Real Analysis - I |
Lecture 84 - Structure of set of discontinuities |
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NOC:Real Analysis - I |
Lecture 85 - WEEK 8 and 9 - INTRODUCTION |
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NOC:Real Analysis - I |
Lecture 86 - Definition and interpretation of the derivative |
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NOC:Real Analysis - I |
Lecture 87 - Basic properties of the derivative |
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NOC:Real Analysis - I |
Lecture 88 - Examples of differentiation |
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NOC:Real Analysis - I |
Lecture 89 - Darboux_s theorem |
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NOC:Real Analysis - I |
Lecture 90 - The mean value theorem |
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NOC:Real Analysis - I |
Lecture 91 - Applications of the mean value theorem |
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NOC:Real Analysis - I |
Lecture 92 - Taylor's theorem NEW |
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NOC:Real Analysis - I |
Lecture 93 - The ratio mean value theorem and L_Hospital_s rule |
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NOC:Real Analysis - I |
Lecture 94 - Axiomatic characterisation of area and the Riemann integral |
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NOC:Real Analysis - I |
Lecture 95 - Proof of axiomatic characterization |
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NOC:Real Analysis - I |
Lecture 96 - The definition of the Riemann integral |
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NOC:Real Analysis - I |
Lecture 97 - Criteria for Riemann integrability |
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NOC:Real Analysis - I |
Lecture 98 - Linearity of integral |
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NOC:Real Analysis - I |
Lecture 99 - Sets of measure zero |
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NOC:Real Analysis - I |
Lecture 100 - The Riemann-Lebesgue theorem |
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NOC:Real Analysis - I |
Lecture 101 - Consequences of the Riemann-Lebesgue theorem |
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NOC:Real Analysis - I |
Lecture 102 - WEEK 10 and 11 - INTRODUCTION |
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NOC:Real Analysis - I |
Lecture 103 - The fundamental theorem of calculus |
Link |
NOC:Real Analysis - I |
Lecture 104 - Taylor's theorem-Integral form of remainder |
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NOC:Real Analysis - I |
Lecture 105 - Notation for Taylor polynomials |
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NOC:Real Analysis - I |
Lecture 106 - Smooth functions and Taylor series |
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NOC:Real Analysis - I |
Lecture 107 - Power series |
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NOC:Real Analysis - I |
Lecture 108 - Definition of uniform convergence |
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NOC:Real Analysis - I |
Lecture 109 - The exponential function |
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NOC:Real Analysis - I |
Lecture 110 - The inverse function theorem |
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NOC:Real Analysis - I |
Lecture 111 - The Logarithm |
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NOC:Real Analysis - I |
Lecture 112 - Trigonometric functions |
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NOC:Real Analysis - I |
Lecture 113 - The number Pi |
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NOC:Real Analysis - I |
Lecture 114 - The graphs of sin and cos |
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NOC:Real Analysis - I |
Lecture 115 - The Basel problem |
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NOC:Real Analysis - I |
Lecture 116 - Improper integrals |
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NOC:Real Analysis - I |
Lecture 117 - The Integral test |
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NOC:Real Analysis - I |
Lecture 118 - Weierstrass approximation theorem |
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NOC:Real Analysis - I |
Lecture 119 - Bernstein Polynomials |
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NOC:Real Analysis - I |
Lecture 120 - Properties of Bernstein polynomials |
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NOC:Real Analysis - I |
Lecture 121 - Proof of Weierstrass approximation theorem |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 1 - Introduction / Euler Lagrange Equations - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 2 - Introduction / Euler Lagrange Equations - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 3 - Introduction / Euler Lagrange Equations - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 4 - Introduction / Euler Lagrange Equations - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 5 - Introduction / Euler Lagrange Equations - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 6 - Introduction / Euler Lagrange Equations - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 7 - Special cases / Invariance, Existence and Uniqueness of solutions - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 8 - Special cases / Invariance, Existence and Uniqueness of solutions - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 9 - Special cases / Invariance, Existence and Uniqueness of solutions - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 10 - Special cases / Invariance, Existence and Uniqueness of solutions - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 11 - Special cases / Invariance, Existence and Uniqueness of solutions - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 12 - Special cases / Invariance, Existence and Uniqueness of solutions - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 13 - Generalization / Numerical solution of Euler Lagrange Equations - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 14 - Generalization / Numerical solution of Euler Lagrange Equations - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 15 - Generalization / Numerical solution of Euler Lagrange Equations - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 16 - Generalization / Numerical solution of Euler Lagrange Equations - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 17 - Generalization / Numerical solution of Euler Lagrange Equations - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 18 - Generalization / Numerical solution of Euler Lagrange Equations - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 19 - Isoperimetric Problems - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 20 - Isoperimetric Problems - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 21 - Isoperimetric Problems - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 22 - Isoperimetric Problems - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 23 - Isoperimetric Problems - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 24 - Isoperimetric Problems - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 25 - Problems with Holononomic and non- Holononomic Constraints, Variable Endpts - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 26 - Problems with Holononomic and non- Holononomic Constraints, Variable Endpts - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 27 - Problems with Holononomic and non- Holononomic Constraints, Variable Endpts - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 28 - Problems with Holononomic and non- Holononomic Constraints, Variable Endpts - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 29 - Problems with Holononomic and non- Holononomic Constraints, Variable Endpts - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 30 - Problems with Holononomic and non- Holononomic Constraints, Variable Endpts - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 31 - Broken extremals / Hamiltonian Formulation - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 32 - Broken extremals / Hamiltonian Formulation - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 33 - Broken extremals / Hamiltonian Formulation - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 34 - Broken extremals / Hamiltonian Formulation - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 35 - Broken extremals / Hamiltonian Formulation - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 36 - Broken extremals / Hamiltonian Formulation - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 37 - Hamilton-Jacobi Equations - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 38 - Hamilton-Jacobi Equations - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 39 - Hamilton-Jacobi Equations - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 40 - Hamilton-Jacobi Equations - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 41 - Hamilton-Jacobi Equations - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 42 - Hamilton-Jacobi Equations - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 43 - Noether's Theorem / Introduction to Second Variation - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 44 - Noether's Theorem / Introduction to Second Variation - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 45 - Noether's Theorem / Introduction to Second Variation - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 46 - Noether's Theorem / Introduction to Second Variation - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 47 - Noether's Theorem / Introduction to Second Variation - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 48 - Noether's Theorem / Introduction to Second Variation - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 49 - Conjugate points / Jacobi Accessory Equations / Introduction to Optimal Control Theory - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 50 - Conjugate points / Jacobi Accessory Equations / Introduction to Optimal Control Theory - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 51 - Conjugate points / Jacobi Accessory Equations / Introduction to Optimal Control Theory - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 52 - Conjugate points / Jacobi Accessory Equations / Introduction to Optimal Control Theory - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 53 - Conjugate points / Jacobi Accessory Equations / Introduction to Optimal Control Theory - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 54 - Conjugate points / Jacobi Accessory Equations / Introduction to Optimal Control Theory - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 55 - Constrained Optimization in Optimal Control Theory - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 56 - Constrained Optimization in Optimal Control Theory - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 57 - Constrained Optimization in Optimal Control Theory - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 58 - Constrained Optimization in Optimal Control Theory - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 59 - Constrained Optimization in Optimal Control Theory - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 60 - Constrained Optimization in Optimal Control Theory - Part 6 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 61 - Introduction to Nanomechanics - Part 1 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 62 - Introduction to Nanomechanics - Part 2 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 63 - Introduction to Nanomechanics - Part 3 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 64 - Introduction to Nanomechanics - Part 4 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 65 - Introduction to Nanomechanics - Part 5 |
Link |
NOC:Variational Calculus and its applications in Control Theory and Nanomechanics |
Lecture 66 - Introduction to Nanomechanics - Part 6 |
Link |
NOC:Introduction to Galois Theory |
Lecture 1 - Motivation and overview of the course |
Link |
NOC:Introduction to Galois Theory |
Lecture 2 - Review of group theory |
Link |
NOC:Introduction to Galois Theory |
Lecture 3 - Review of ring theory - I |
Link |
NOC:Introduction to Galois Theory |
Lecture 4 - Review of ring theory - II |
Link |
NOC:Introduction to Galois Theory |
Lecture 5 - Review of field theory - I |
Link |
NOC:Introduction to Galois Theory |
Lecture 6 - Review of field theory - II |
Link |
NOC:Introduction to Galois Theory |
Lecture 7 - Review of field theory - III |
Link |
NOC:Introduction to Galois Theory |
Lecture 8 - Problem Session - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 9 - Problem Session - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 10 - Beginning of Galois theory |
Link |
NOC:Introduction to Galois Theory |
Lecture 11 - Fixed fields |
Link |
NOC:Introduction to Galois Theory |
Lecture 12 - Theorem I on fixed fields |
Link |
NOC:Introduction to Galois Theory |
Lecture 13 - Theorem II on fixed fields |
Link |
NOC:Introduction to Galois Theory |
Lecture 14 - Galois extensions, Galois groups |
Link |
NOC:Introduction to Galois Theory |
Lecture 15 - Normal extensions |
Link |
NOC:Introduction to Galois Theory |
Lecture 16 - Problem Session - Part 3 |
Link |
NOC:Introduction to Galois Theory |
Lecture 17 - Problem Session - Part 4 |
Link |
NOC:Introduction to Galois Theory |
Lecture 18 - Separable extension - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 19 - Separable extension - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 20 - Characterization of Galois extensions - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 21 - Characterization of Galois extensions - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 22 - Examples of Galois extensions |
Link |
NOC:Introduction to Galois Theory |
Lecture 23 - Motivating the main theorem of Galois theory |
Link |
NOC:Introduction to Galois Theory |
Lecture 24 - Main theorem of Galois theory - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 25 - Main theorem of Galois theory - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 26 - Fundamental theorem of algebra |
Link |
NOC:Introduction to Galois Theory |
Lecture 27 - Problem Session - Part 5 |
Link |
NOC:Introduction to Galois Theory |
Lecture 28 - Problem Session - Part 6 |
Link |
NOC:Introduction to Galois Theory |
Lecture 29 - Problem Session - Part 7 |
Link |
NOC:Introduction to Galois Theory |
Lecture 30 - Problem Session - Part 8 |
Link |
NOC:Introduction to Galois Theory |
Lecture 31 - Problem Session - Part 9 |
Link |
NOC:Introduction to Galois Theory |
Lecture 32 - Kummer extensions - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 33 - Kummer extensions - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 34 - Kummer extensions - Part 3 |
Link |
NOC:Introduction to Galois Theory |
Lecture 35 - Cyclotomic extensions - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 36 - Cyclotomic extensions - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 37 - Solvability by radicals |
Link |
NOC:Introduction to Galois Theory |
Lecture 38 - Characterizations of solvability - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 39 - Characterizations of solvability - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 40 - Discriminants, Galois groups of polynomials |
Link |
NOC:Introduction to Galois Theory |
Lecture 41 - Quartics are solvable |
Link |
NOC:Introduction to Galois Theory |
Lecture 42 - Solvable groups - Part 1 |
Link |
NOC:Introduction to Galois Theory |
Lecture 43 - Solvable groups - Part 2 |
Link |
NOC:Introduction to Galois Theory |
Lecture 44 - Solvable groups - Part 3 |
Link |
NOC:Introduction to Galois Theory |
Lecture 45 - Insolvability of quintics |
Link |
NOC:Introduction to Galois Theory |
Lecture 46 - Problem Session - Part 10 |
Link |
NOC:Introduction to Galois Theory |
Lecture 47 - Problem Session - Part 11 |
Link |
NOC:Introduction to Galois Theory |
Lecture 48 - Problem Session - Part 12 |
Link |
NOC:Introduction to Galois Theory |
Lecture 49 - Problem Session - Part 13 |
Link |
NOC:Basic Calculus 1 |
Lecture 1 - The Real line - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 2 - The Real line - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 3 - Absolute value - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 4 - Absolute value - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 5 - Functions - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 6 - Functions - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 7 - Transcendental and trigonometric Functions - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 8 - Transcendental and trigonometric Functions - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 9 - Limits of functions - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 10 - Limits of functions - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 11 - Algebra of limits - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 12 - Algebra of limits - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 13 - One-sided limits - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 14 - One-sided limits - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 15 - Limits at infinity - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 16 - Limits at infinity - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 17 - Infinite limits - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 18 - Infinite limits - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 19 - Continuity - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 20 - Continuity - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 21 - Algebra of continuous functions - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 22 - Algebra of continuous functions - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 23 - Results on continuity - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 24 - Results on continuity - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 25 - Differentiability - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 26 - Differentiability - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 27 - Derivative and tangent - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 28 - Derivative and tangent - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 29 - Rules of differentiation - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 30 - Rules of differentiation - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 31 - Differentiation exercises - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 32 - Differentiation exercises - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 33 - Maxima and minima - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 34 - Maxima and minima - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 35 - Rolle’s theorem and mean value theorem - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 36 - Rolle’s theorem and mean value theorem - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 37 - Using Rolle’s theorem and Mean value theorem - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 38 - Using Rolle’s theorem and Mean value theorem - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 39 - First derivative test - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 40 - First derivative test - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 41 - Second derivative test - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 42 - Second derivative test - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 43 - Concavity - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 44 - Concavity - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 45 - Linearization and differential - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 46 - Linearization and differential - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 47 - L’Hospital’s rules - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 48 - L’Hospital’s rules - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 49 - Definite integral - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 50 - Definite integral - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 51 - Properties of integral - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 52 - Properties of integral - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 53 - Fundamental theorem of calculus - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 54 - Fundamental theorem of calculus - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 55 - Applications of Funda - mental theorem of calculus - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 56 - Applications of Funda - mental theorem of calculus - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 57 - Rule of substitution - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 58 - Rule of substitution - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 59 - Area between curves - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 60 - Area between curves - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 61 - Volumes by slicing - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 62 - Volumes by slicing - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 63 - The disk method - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 64 - The disk method - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 65 - The washer method - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 66 - The washer method - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 67 - Volumes by cylindrical shells - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 68 - Volumes by cylindrical shells - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 69 - Lengths oc curves - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 70 - Lengths oc curves - Part 2 |
Link |
NOC:Basic Calculus 1 |
Lecture 71 - Areas of surface of revolution - Part 1 |
Link |
NOC:Basic Calculus 1 |
Lecture 72 - Areas of surface of revolution - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 1 - Normed Linear Spaces |
Link |
NOC:Functional Analysis |
Lecture 2 - Examples of Normed Linear Spaces |
Link |
NOC:Functional Analysis |
Lecture 3 - Examples (Continued...) |
Link |
NOC:Functional Analysis |
Lecture 4 - Continuous linear maps - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 5 - Continuous linear maps - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 6 - Isomorphisms |
Link |
NOC:Functional Analysis |
Lecture 7 - Exercises |
Link |
NOC:Functional Analysis |
Lecture 8 - Exercises (Continued...) |
Link |
NOC:Functional Analysis |
Lecture 9 - Hahn-Banach Theorems |
Link |
NOC:Functional Analysis |
Lecture 10 - Reflexivity |
Link |
NOC:Functional Analysis |
Lecture 11 - Geometric version |
Link |
NOC:Functional Analysis |
Lecture 12 - Geometric version (Continued...) |
Link |
NOC:Functional Analysis |
Lecture 13 - Vector valued integration |
Link |
NOC:Functional Analysis |
Lecture 14 - Exercises - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 15 - Exercises - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 16 - Baire's Theorem and Applications |
Link |
NOC:Functional Analysis |
Lecture 17 - Application to Fourier series |
Link |
NOC:Functional Analysis |
Lecture 18 - Open mapping and closed graph theorems |
Link |
NOC:Functional Analysis |
Lecture 19 - Annihilators |
Link |
NOC:Functional Analysis |
Lecture 20 - Complemented subspaces |
Link |
NOC:Functional Analysis |
Lecture 21 - Unbounded Operators, Adjoints - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 22 - Unbounded Operators, Adjoints - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 23 - Orthogonality relations |
Link |
NOC:Functional Analysis |
Lecture 24 - Exercises |
Link |
NOC:Functional Analysis |
Lecture 25 - Exercises (Continued...) |
Link |
NOC:Functional Analysis |
Lecture 26 - Weak topology - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 27 - Weak topology - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 28 - Weak topology - Part 3 |
Link |
NOC:Functional Analysis |
Lecture 29 - Weak* topology - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 30 - Weak* topology - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 31 - Reflexive Spaces |
Link |
NOC:Functional Analysis |
Lecture 32 - Separable Spaces - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 33 - Separable Spaces - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 34 - Uniformly Convex Spaces |
Link |
NOC:Functional Analysis |
Lecture 35 - Applications |
Link |
NOC:Functional Analysis |
Lecture 36 - Exercises |
Link |
NOC:Functional Analysis |
Lecture 37 - L-p Spaces - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 38 - L-p Spaces - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 39 - Completeness |
Link |
NOC:Functional Analysis |
Lecture 40 - Duality |
Link |
NOC:Functional Analysis |
Lecture 41 - L-p Spaces in Euclidean spaces - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 42 - L-p Spaces in Euclidean spaces - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 43 - Dual of L-1 |
Link |
NOC:Functional Analysis |
Lecture 44 - The space L-1 (Continued...) |
Link |
NOC:Functional Analysis |
Lecture 45 - Exercises - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 46 - Exercises - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 47 - Exercises - Part 3 |
Link |
NOC:Functional Analysis |
Lecture 48 - Exercises - Part 4 |
Link |
NOC:Functional Analysis |
Lecture 49 - Hilbert spaces - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 50 - Hilbert spaces - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 51 - Duality |
Link |
NOC:Functional Analysis |
Lecture 52 - Adjoints |
Link |
NOC:Functional Analysis |
Lecture 53 - Applications |
Link |
NOC:Functional Analysis |
Lecture 54 - Orthonormal sets |
Link |
NOC:Functional Analysis |
Lecture 55 - Orthonormal bases - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 56 - Orthonormal bases - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 57 - Fourier series |
Link |
NOC:Functional Analysis |
Lecture 58 - Spectrum of an operator - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 59 - Spectrum of an operator - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 60 - Exercises - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 61 - Exercises - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 62 - Exercises - Part 3 |
Link |
NOC:Functional Analysis |
Lecture 63 - Compact operators - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 64 - Compact operators - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 65 - Riesz-Fredholm theory - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 66 - Riesz-Fredholm theory - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 67 - Riesz-Fredholm theory |
Link |
NOC:Functional Analysis |
Lecture 68 - Spectrum of a compact operator |
Link |
NOC:Functional Analysis |
Lecture 69 - Spectrum of a compact self-adjoint operator |
Link |
NOC:Functional Analysis |
Lecture 70 - Eigenvalues of a compact self-adjoint operator |
Link |
NOC:Functional Analysis |
Lecture 71 - Exercises - Part 1 |
Link |
NOC:Functional Analysis |
Lecture 72 - Exercises - Part 2 |
Link |
NOC:Functional Analysis |
Lecture 73 - Exercises - Part 3 |
Link |
NOC:Functional Analysis |
Lecture 74 - Exercises - Part 4 |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 1 - Vectors |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 2 - Linear vector spaces |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 3 - Linear vector spaces: immediate consequences |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 4 - Dot product of Euclidean vectors |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 5 - Inner product on a Linear vector space |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 6 - Cauchy-Schwartz inequality for Euclidean vectors |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 7 - Cauchy-Schwartz inequality for vectors from LVS |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 8 - Applications of the Cauchy-Schwartz inequality |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 9 - Triangle inequality |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 10 - Linear dependence and independence of vectors |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 11 - Row reduction of matrices |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 12 - Rank of a matrix |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 13 - Rank of a matrix: consequences |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 14 - Determinants and their properties |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 15 - The rank of a matrix using determinants |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 16 - Cramer's rule |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 17 - Square system of equations |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 18 - Homogeneous equations |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 19 - The rank of a matrix and linear dependence |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 20 - Span, basis, and dimension of a LVS |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 21 - Gram-Schmidt orthogonalization |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 22 - Vector subspaces |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 23 - Linear operators |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 24 - Inverse of an operator |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 25 - Adjoint of an operator |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 26 - Projection operators |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 27 - Eigenvalues and Eigenvectors |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 28 - Hermitian operators |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 29 - Unitary operators |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 30 - Normal operators |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 31 - Similarity and Unitary transformations |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 32 - Matrix representations |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 33 - Eigenvalues and Eigenvectors of matrices |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 34 - Defective matrices |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 35 - Eigenvalues and eigenvectors: useful results |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 36 - Transformation of Basis |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 37 - A class of invertible matrices |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 38 - Diagonalization of matrices |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 39 - Diagonalizability of matrices |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 40 - Functions of matrices |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 41 - SHM and waves |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 42 - Periodic functions |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 43 - Average value of a function |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 44 - Piecewise continuous functions |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 45 - Orthogonal basis: Fourier series |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 46 - Fourier coefficients |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 47 - Dirichlet Conditions |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 48 - Complex Form of Fourier Series |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 49 - Other intervals: arbitrary period |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 50 - Even and Odd Functions |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 51 - Differentiating Fourier series |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 52 - Parseval's theorem |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 53 - Fourier series to Fourier transforms |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 54 - Fourier Sine and Cosine transforms |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 55 - Parseval's theorem for Fourier series |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 56 - Ordinary Differential equations |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 57 - First order ODEs |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 58 - Linear first order ODEs |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 59 - Orthogonal Trajectories |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 60 - Exact differential equations |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 61 - Special first order ODEs |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 62 - Solutions of linear first-order ODEs |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 63 - Revisit linear first-order ODEs |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 64 - ODEs in disguise |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 65 - 2nd order Homogeneous linear equations with constant coefficients |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 66 - The use of a known solution to find another |
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NOC:Mathematical Methods in Physics 1 |
Lecture 67 - An alternate approach to auxiliary equation |
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NOC:Mathematical Methods in Physics 1 |
Lecture 68 - Inhomogeneous second order equations |
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NOC:Mathematical Methods in Physics 1 |
Lecture 69 - Methods to find a Particular solution |
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NOC:Mathematical Methods in Physics 1 |
Lecture 70 - Successive Integration of two first order equations |
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NOC:Mathematical Methods in Physics 1 |
Lecture 71 - Illustrative examples |
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NOC:Mathematical Methods in Physics 1 |
Lecture 72 - Variation of Parameters |
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NOC:Mathematical Methods in Physics 1 |
Lecture 73 - Vibrations in mechanical systems |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 74 - Forced Vibrations |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 75 - Resonance |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 76 - Linear Superposition |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 77 - Laplace Transform (LT) |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 78 - Basic Properties of Laplace Transforms |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 79 - Step functions, Translations, and Periodic functions |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 80 - The Inverse Laplace Transform |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 81 - Convolution of functions |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 82 - Solving ODEs using Laplace transforms |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 83 - The Dirac Delta function |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 84 - Properties of the Dirac Delta function |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 85 - Green's function method |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 86 - Green's function method: Boundary value problem |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 87 - Power series method |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 88 - Power series solutions about an ordinary point |
Link |
NOC:Mathematical Methods in Physics 1 |
Lecture 89 - Initial value problem: power series solution |
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NOC:Mathematical Methods in Physics 1 |
Lecture 90 - Frobenius method for regular singular points |
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NOC:Computational Mathematics with SageMath |
Lecture 1 - Installation of Python |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 2 - Getting Started with Python |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 3 - Python as an advanced calculator |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 4 - Lists in Python |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 5 - Tuple, Sets and Dictionaries in Python |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 6 - Functions and Branching |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 7 - For loop in Python |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 8 - While loop in Python |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 9 - Creating Modules and Introduction to NumPy |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 10 - Use of NumPy module |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 11 - Python Graphics using MatplotLib |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 12 - Use of SciPy and SymPy in Python |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 13 - Classes in Python - Part 1 |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 14 - Classes in Python - Part 2 |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 15 - Introduction and Installation of SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 16 - Exploring integers in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 17 - Solving Equations in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 18 - 2d Plotting with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 19 - 3d Plotting with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 20 - Calculus of one variable with SageMath - Part 1 |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 21 - Calculus of one variable with SageMath - Part 2 |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 22 - Applications of derivatives |
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NOC:Computational Mathematics with SageMath |
Lecture 23 - Integration with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 24 - Improper Integral using SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 25 - Application of integration using SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 26 - Limit and Continuity of real valued functions |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 27 - Partial Derivative with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 28 - Local Maximum and Minimum |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 29 - Application of local maximum and local minimum |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 30 - Constrained optimization using Lagrange multipliers |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 31 - Working with vectors in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 32 - Solving system of linear Equations in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 33 - Vector Spaces in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 34 - Basis and dimensions of vector spaces in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 35 - Matrix Spaces with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 36 - Linear Transformations - Part 1 with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 37 - Linear Transformations - Part 2 with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 38 - Eigenvalues and Eigenvectors - Part 1 with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 39 - Eigenvalues and Eigenvectors - Part 2 with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 40 - Inner Product - Part 1 with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 41 - Inner Product - Part 2 with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 42 - Orthogonal Decomposition with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 43 - Least Square Solution with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 44 - Singular Value Decomposition (SVD) with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 45 - Application of SVD to image processing |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 46 - Solving System of linear ODE using Eigenvalues and Eigenvectors |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 47 - Google Page Rank Algorithm using SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 48 - Finding Roots of algebraic and transcendental equations in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 49 - Numerical Solutions of System of linear equations in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 50 - Interpolations in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 51 - Numerical Integration in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 52 - Numerical Eigenvalues |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 53 - Solving 1st and 2nd order ODE with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 54 - Euler's Method to solve 1st order ODE with SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 55 - Fourth Order Runge-Kutta Method |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 56 - RK4 method for System of ODE and Applications |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 57 - Solving ODE using Laplace Transforms in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 58 - Introduction to Linear Programming Problems (LPP) |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 59 - Solving Linear Programming Problmes using Graphical Methods |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 60 - Basics Definitions and Results in LPP |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 61 - Theory of Simplex Method |
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NOC:Computational Mathematics with SageMath |
Lecture 62 - Simplex Methods in SageMath - Part 1 |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 63 - Simplex Methods in SageMath - Part 2 |
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NOC:Computational Mathematics with SageMath |
Lecture 64 - Simplex Methods in Matrix Form |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 65 - Revised Simplex Method in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 66 - Two Phase Simplex Method in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 67 - Big-M Method in SageMath |
Link |
NOC:Computational Mathematics with SageMath |
Lecture 68 - Duality of Linear Program |
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NOC:Computational Mathematics with SageMath |
Lecture 69 - Dual Simplex Method in SageMath |
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NOC:Computational Mathematics with SageMath |
Lecture 70 - Review and What next in SageMath? |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 1 - Sample Space, Events and Probability |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 2 - Properties of Probability |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 3 - Equally likely Outcomes |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 4 - Conditional Probability |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 5 - Bayes Theorem |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 6 - Independence - Part 1 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 7 - Independence - Part 2 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 8 - Sampling and Repeated Trials |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 9 - Sampling and Repeated Trials - Part 1 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 10 - Sampling and Repeated Trials - Part 2 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 11 - Sampling with and Without Replacement |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 12 - Sampling without Replacement |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 13 - Hypergeometric Distribution and Discrete Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 14 - Discrete Random Variables - Part 1 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 15 - Discrete Random Variables - Part 2 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 16 - Conditional, Joint and Marginal Distributions |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 17 - Memoryless property of Geometric Distribution |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 18 - Functions of Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 19 - Sums of Independent Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 20 - Functions and Independence |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 21 - Expectation of Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 22 - Properties of Expectation |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 23 - Expectation: Independence and Functions |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 24 - Variance of Discrete Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 25 - Markov and Chebyshev Inequalities |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 26 - Conditional Expectation and Covariance |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 27 - Continuous Random Variables - Part 1 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 28 - Continuous Random Variables - Part 2 |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 29 - Distribution Function |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 30 - Exponential and Normal Random Variable |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 31 - Normal Random Variable |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 32 - Change of Variable |
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NOC:Introduction to Probability (with examples using R) |
Lecture 33 - Joint Distribution of Continuous Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 34 - Marginal Density and Independence |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 35 - Conditional Density |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 36 - Sums of Independent Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 37 - Quotient of Independent Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 38 - Expectation and Variance of Continuous Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 39 - Sampling Distribution and Sample Mean |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 40 - Weak Law of Large Numbers |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 41 - Revisit of Variance and Expectation |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 42 - Revisit of Properties of Variance |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 43 - Revisit Weak Law of Large Numbers |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 44 - Demoivre-Laplace Central Limit Theorem and Normal Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 45 - Revisit Normal Random Variables |
Link |
NOC:Introduction to Probability (with examples using R) |
Lecture 46 - Normal Tables, Mean and Variance |
Link |
NOC:Algebra-II |
Lecture 1 - Algebraic and Transcendental Numbers |
Link |
NOC:Algebra-II |
Lecture 2 - Extensions Generated by Elements |
Link |
NOC:Algebra-II |
Lecture 3 - Isomorphic Extensions |
Link |
NOC:Algebra-II |
Lecture 4 - Degree of an Extension |
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NOC:Algebra-II |
Lecture 5 - Constructible Numbers |
Link |
NOC:Algebra-II |
Lecture 6 - The Field of Constructible Numbers |
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NOC:Algebra-II |
Lecture 7 - Characterization of Constructible Numbers |
Link |
NOC:Algebra-II |
Lecture 8 - Solved Problems (Week 1) |
Link |
NOC:Algebra-II |
Lecture 9 - Some Things can't be Constructed |
Link |
NOC:Algebra-II |
Lecture 10 - Symbolic Adjunction |
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NOC:Algebra-II |
Lecture 11 - Repeated Roots |
Link |
NOC:Algebra-II |
Lecture 12 - Gauss Lemma |
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NOC:Algebra-II |
Lecture 13 - Eisenstein’s criterion |
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NOC:Algebra-II |
Lecture 14 - Existence Theorem for Finite Fields |
Link |
NOC:Algebra-II |
Lecture 15 - Subfields of a Finite Field |
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NOC:Algebra-II |
Lecture 16 - Multiplicative Group of a Finite Field |
Link |
NOC:Algebra-II |
Lecture 17 - Uniqueness Theorem for Finite Fields |
Link |
NOC:Algebra-II |
Lecture 18 - Solved Problems (Week 2) |
Link |
NOC:Algebra-II |
Lecture 19 - Algebraic Extensions and Algebraic Closures |
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NOC:Algebra-II |
Lecture 20 - Existence of Algebraic Closures |
Link |
NOC:Algebra-II |
Lecture 21 - Uniqueness of Algebraic Closure |
Link |
NOC:Algebra-II |
Lecture 22 - Solved Problems - Part 1 (Week 3) |
Link |
NOC:Algebra-II |
Lecture 23 - Existence of splitting fields, bound on degree |
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NOC:Algebra-II |
Lecture 24 - Uniqueness of splitting fields |
Link |
NOC:Algebra-II |
Lecture 25 - Solved problems - Part 2 (Week 3) |
Link |
NOC:Algebra-II |
Lecture 26 - Normal Extensions |
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NOC:Algebra-II |
Lecture 27 - Separable polynomials |
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NOC:Algebra-II |
Lecture 28 - Perfect fields, separable extensions |
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NOC:Algebra-II |
Lecture 29 - Definition and examples, fixed fields |
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NOC:Algebra-II |
Lecture 30 - Characterization of Galois extensions |
Link |
NOC:Algebra-II |
Lecture 31 - Linear Independence of Characters |
Link |
NOC:Algebra-II |
Lecture 32 - Solved problems (Week 4) |
Link |
NOC:Algebra-II |
Lecture 33 - Artin’s Theorem - Part 1 |
Link |
NOC:Algebra-II |
Lecture 34 - Artin’s Theorem - Part 2 |
Link |
NOC:Algebra-II |
Lecture 35 - Finite Galois Extensions |
Link |
NOC:Algebra-II |
Lecture 36 - The fundamental theorem of Galois Theory - 1 |
Link |
NOC:Algebra-II |
Lecture 37 - The fundamental theorem of Galois Theory - 2 |
Link |
NOC:Algebra-II |
Lecture 38 - Solved problems (Week 5) |
Link |
NOC:Algebra-II |
Lecture 39 - Cyclotomic extensions |
Link |
NOC:Algebra-II |
Lecture 40 - Irreducibility of the cyclotomic polynomial |
Link |
NOC:Algebra-II |
Lecture 41 - Application: Constructibility of regular n-gons. |
Link |
NOC:Algebra-II |
Lecture 42 - Insolvability of the general quintic - Part 1 |
Link |
NOC:Algebra-II |
Lecture 43 - Insolvability of the general quintic - Part 2 |
Link |
NOC:Algebra-II |
Lecture 44 - Insolvability of the general quintic - Part 3 |
Link |
NOC:Algebra-II |
Lecture 45 - What is category theory (and why is it important)? |
Link |
NOC:Algebra-II |
Lecture 46 - Definition of a category |
Link |
NOC:Algebra-II |
Lecture 47 - Monomorphisms, epimorphisms, and isomorphisms |
Link |
NOC:Algebra-II |
Lecture 48 - Categories: First Problem Session |
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NOC:Algebra-II |
Lecture 49 - Initial and Terminal Objects |
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NOC:Algebra-II |
Lecture 50 - Products and Coproducts |
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NOC:Algebra-II |
Lecture 51 - Categories: Second Problem Session |
Link |
NOC:Algebra-II |
Lecture 52 - Functors |
Link |
NOC:Algebra-II |
Lecture 53 - The Category of Categories |
Link |
NOC:Algebra-II |
Lecture 54 - Natural Transformations |
Link |
NOC:Algebra-II |
Lecture 55 - Functor Categories |
Link |
NOC:Algebra-II |
Lecture 56 - Categories: Third Problem Session |
Link |
NOC:Algebra-II |
Lecture 57 - Adjunction |
Link |
NOC:Algebra-II |
Lecture 58 - Categories: Fourth Problem Session |
Link |
NOC:Algebra-II |
Lecture 59 - Tensor products of Z-modules |
Link |
NOC:Algebra-II |
Lecture 60 - Free abelian groups and quotient groups |
Link |
NOC:Algebra-II |
Lecture 61 - Construction of the tensor product |
Link |
NOC:Algebra-II |
Lecture 62 - Problem session |
Link |
NOC:Algebra-II |
Lecture 63 - Tensor product of R-modules |
Link |
NOC:Algebra-II |
Lecture 64 - Functoriality of the tensor product |
Link |
NOC:Algebra-II |
Lecture 65 - Bimodules |
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NOC:Algebra-II |
Lecture 66 - Tensor products of bimodules |
Link |
NOC:Algebra-II |
Lecture 67 - Tensor products of modules over commutative rings |
Link |
NOC:Algebra-II |
Lecture 68 - Extension of scalars |
Link |
NOC:Algebra-II |
Lecture 69 - Problem session - tensor products of vector spaces |
Link |
NOC:Algebra-II |
Lecture 70 - Some Properties of the tensor product |
Link |
NOC:Algebra-II |
Lecture 71 - F-algebras |
Link |
NOC:Algebra-II |
Lecture 72 - Composition Series |
Link |
NOC:Algebra-II |
Lecture 73 - Schreier’s Theorem |
Link |
NOC:Algebra-II |
Lecture 74 - Ascending and Descending Chain Conditions |
Link |
NOC:Algebra-II |
Lecture 75 - Existence of Jordan-Holder Series |
Link |
NOC:Algebra-II |
Lecture 76 - The Jordan-Holder Theorem |
Link |
NOC:Algebra-II |
Lecture 77 - Examples related to the Jordan-Holder Theorem |
Link |
NOC:Algebra-II |
Lecture 78 - The Jordan-Holder Theorem for Groups |
Link |
NOC:Algebra-II |
Lecture 79 - Indecomposable Modules |
Link |
NOC:Algebra-II |
Lecture 80 - Direct Sum Decompositions |
Link |
NOC:Algebra-II |
Lecture 81 - Decomposition as a sum of Indecomposables |
Link |
NOC:Algebra-II |
Lecture 82 - The Endomorphism Ring of an Indecomposable Module |
Link |
NOC:Algebra-II |
Lecture 83 - Krull-Schmidt Theorem |
Link |
NOC:Algebra-II |
Lecture 84 - Krull-Schmidt Examples |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 1 - Introduction to complex numbers |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 2 - The triangle inequality |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 3 - The de Moivre formula |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 4 - Roots of unity |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 5 - Functions of a complex variable and the notion of continuity |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 6 - Derivative of a complex function |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 7 - Differentiation rules for a complex function |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 8 - Cauchy-Riemann Equations |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 9 - Sufficient conditions for differentiability |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 10 - Cauchy-Riemann conditions in polar coordinates |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 11 - More persepective on differentiability |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 12 - The value of the derivative |
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NOC:Mathematical Methods in Physics 2 |
Lecture 13 - Analytic functions |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 14 - Harmonic functions |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 15 - The exponential function |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 16 - Complex logarithm |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 17 - Complex exponents |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 18 - Trigonometric functions of complex variables |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 19 - Hyperbolic functions of complex variables |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 20 - Inverse Trigonometric and Hyperbolic functions |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 21 - Branch of a multivalued function |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 22 - Contour Integrals |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 23 - Green's Theorem |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 24 - Path dependence of the contour intergal |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 25 - Antiderivatives |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 26 - The Cauchy theorem |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 27 - Crossing contours and multiply connected domains |
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NOC:Mathematical Methods in Physics 2 |
Lecture 28 - Cauchy Integral formula |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 29 - Derivatives of an analytic function |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 30 - Liouville's theorem and the Fundamental theorem of algebra |
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NOC:Mathematical Methods in Physics 2 |
Lecture 31 - Taylor Series |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 32 - Laurent Series |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 33 - Convergence |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 34 - Differentiation and integration of power series |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 35 - Isolated Singularities |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 36 - Residues |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 37 - Residue Theorem |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 38 - Evaluation of integrals - I |
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NOC:Mathematical Methods in Physics 2 |
Lecture 39 - Evaluation of integrals - II |
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NOC:Mathematical Methods in Physics 2 |
Lecture 40 - Analytic Continuation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 41 - Introduction of orthogonal polynomials |
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NOC:Mathematical Methods in Physics 2 |
Lecture 42 - How to construct orthogonal polynomials |
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NOC:Mathematical Methods in Physics 2 |
Lecture 43 - The weight function |
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NOC:Mathematical Methods in Physics 2 |
Lecture 44 - Recursion relations |
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NOC:Mathematical Methods in Physics 2 |
Lecture 45 - Differential equation satisfied by the orthogonal polynomials |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 46 - Hermite polynomials |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 47 - Properties of Hemite polynomials |
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NOC:Mathematical Methods in Physics 2 |
Lecture 48 - Legendre polynomials |
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NOC:Mathematical Methods in Physics 2 |
Lecture 49 - Legendre polynomials: recurrence relation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 50 - Differential equation corresponding to Legendre polynomials |
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NOC:Mathematical Methods in Physics 2 |
Lecture 51 - The generating function corresponding to Legendre polynomials |
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NOC:Mathematical Methods in Physics 2 |
Lecture 52 - Laguerre Polynomials |
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NOC:Mathematical Methods in Physics 2 |
Lecture 53 - Laguerre Polynomials: recurrence relation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 54 - Laguerre polynomials: differential equation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 55 - Laguerre polynomials: generating function |
Link |
NOC:Mathematical Methods in Physics 2 |
Lecture 56 - Bessel functions: series defination |
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NOC:Mathematical Methods in Physics 2 |
Lecture 57 - Bessel functions: recurrence relations |
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NOC:Mathematical Methods in Physics 2 |
Lecture 58 - Bessel functions: differential equation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 59 - Bessel functions of integral order: generating function |
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NOC:Mathematical Methods in Physics 2 |
Lecture 60 - Bessel functions: orthogonality |
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NOC:Mathematical Methods in Physics 2 |
Lecture 61 - Classification of Second Order PDEs |
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NOC:Mathematical Methods in Physics 2 |
Lecture 62 - Canonical Forms for Hyperbolic PDEs |
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NOC:Mathematical Methods in Physics 2 |
Lecture 63 - Canonical Forms for Parabolic PDEs |
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NOC:Mathematical Methods in Physics 2 |
Lecture 64 - Canonical Forms for Elliptic PDEs |
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NOC:Mathematical Methods in Physics 2 |
Lecture 65 - Tha Laplace Equation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 66 - The Laplace Equation: Separation of Variables |
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NOC:Mathematical Methods in Physics 2 |
Lecture 67 - The Laplace Equation: Dirichlet and Neumann boundary conditions |
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NOC:Mathematical Methods in Physics 2 |
Lecture 68 - The Laplace Equation in Cartesian coordinates |
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NOC:Mathematical Methods in Physics 2 |
Lecture 69 - The Laplace Equation for a 3-D rectangular box |
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NOC:Mathematical Methods in Physics 2 |
Lecture 70 - The Laplace Equation in spherical coordinates |
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NOC:Mathematical Methods in Physics 2 |
Lecture 71 - The Laplace Equation in Spherical Coordinates: Solution |
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NOC:Mathematical Methods in Physics 2 |
Lecture 72 - The Laplace Equation in Spherical Coordinates: illustrative examples |
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NOC:Mathematical Methods in Physics 2 |
Lecture 73 - The Poisson's Equation: Green's function solution |
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NOC:Mathematical Methods in Physics 2 |
Lecture 74 - The heat equation: a heuristic discussion |
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NOC:Mathematical Methods in Physics 2 |
Lecture 75 - From the random walk to the diffusion equation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 76 - Solution of the Diffusion equation |
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NOC:Mathematical Methods in Physics 2 |
Lecture 77 - The Diffusion equation with Dirichlet and Neumann boundary conditions |
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NOC:Mathematical Methods in Physics 2 |
Lecture 78 - The Heat equation: illustrative examples |
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NOC:Mathematical Methods in Physics 2 |
Lecture 79 - The Wave equation: Method of characteristics |
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NOC:Mathematical Methods in Physics 2 |
Lecture 80 - The Wave equation: Separation of variables |
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NOC:Real Analysis - II |
Lecture 1 - Metric Spaces |
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NOC:Real Analysis - II |
Lecture 2 - Examples of metric spaces |
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NOC:Real Analysis - II |
Lecture 3 - Loads of definitions |
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NOC:Real Analysis - II |
Lecture 4 - Normed vector spaces |
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NOC:Real Analysis - II |
Lecture 5 - Examples of normed vector spaces |
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NOC:Real Analysis - II |
Lecture 6 - Basic properties open closed sets metric |
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NOC:Real Analysis - II |
Lecture 7 - Continuity in metric spaces |
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NOC:Real Analysis - II |
Lecture 8 - Equivalent metrics and product spaces |
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NOC:Real Analysis - II |
Lecture 9 - Completeness |
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NOC:Real Analysis - II |
Lecture 10 - Completeness (Continued...) |
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NOC:Real Analysis - II |
Lecture 11 - Completeness of B(x,y) |
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NOC:Real Analysis - II |
Lecture 12 - Completion |
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NOC:Real Analysis - II |
Lecture 13 - Compactness |
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NOC:Real Analysis - II |
Lecture 14 - The Bolzano-Weierstrass Property |
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NOC:Real Analysis - II |
Lecture 15 - Open covers and Compactness |
Link |
NOC:Real Analysis - II |
Lecture 16 - The Heine-Borel Theorem for Metric Spaces |
Link |
NOC:Real Analysis - II |
Lecture 17 - Connectedness |
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NOC:Real Analysis - II |
Lecture 18 - Path-Connectedness |
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NOC:Real Analysis - II |
Lecture 19 - Connected Components |
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NOC:Real Analysis - II |
Lecture 20 - The Arzela-Ascolli theorem |
Link |
NOC:Real Analysis - II |
Lecture 21 - Upper and lower limits |
Link |
NOC:Real Analysis - II |
Lecture 22 - The Stone-Weierstrass theorem |
Link |
NOC:Real Analysis - II |
Lecture 23 - All norms are equivalent |
Link |
NOC:Real Analysis - II |
Lecture 24 - Vector-valued functions |
Link |
NOC:Real Analysis - II |
Lecture 25 - Scalar-valued functions of a vector variable |
Link |
NOC:Real Analysis - II |
Lecture 26 - Directional derivatives and the gradient |
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NOC:Real Analysis - II |
Lecture 27 - Interpretation and properties of the gradient |
Link |
NOC:Real Analysis - II |
Lecture 28 - Higher-order partial derivatives |
Link |
NOC:Real Analysis - II |
Lecture 29 - The derivative as a linear map |
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NOC:Real Analysis - II |
Lecture 30 - Examples of differentiation |
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NOC:Real Analysis - II |
Lecture 31 - Properties of the derivative map |
Link |
NOC:Real Analysis - II |
Lecture 32 - The mean-value theorem |
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NOC:Real Analysis - II |
Lecture 33 - Differentiating under the integral sign |
Link |
NOC:Real Analysis - II |
Lecture 34 - Higher-order derivatives |
Link |
NOC:Real Analysis - II |
Lecture 35 - Symmetry of the second derivative |
Link |
NOC:Real Analysis - II |
Lecture 36 - Taylor's theorem |
Link |
NOC:Real Analysis - II |
Lecture 37 - Taylor's theorem with remainder |
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NOC:Real Analysis - II |
Lecture 38 - The Banach fixed point theorem |
Link |
NOC:Real Analysis - II |
Lecture 39 - Newton's method |
Link |
NOC:Real Analysis - II |
Lecture 40 - The inverse function theorem |
Link |
NOC:Real Analysis - II |
Lecture 41 - Diffeomorphismsm and local diffeomorphisms |
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NOC:Real Analysis - II |
Lecture 42 - The implicit function theorem |
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NOC:Real Analysis - II |
Lecture 43 - Tangent space to a hypersurface |
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NOC:Real Analysis - II |
Lecture 44 - The definition of a manifold |
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NOC:Real Analysis - II |
Lecture 45 - Examples and non examples of manifolds |
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NOC:Real Analysis - II |
Lecture 46 - The tangent space to a manifold |
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NOC:Real Analysis - II |
Lecture 47 - Maxima and minima in several variables |
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NOC:Real Analysis - II |
Lecture 48 - The Hessian and extrema |
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NOC:Real Analysis - II |
Lecture 49 - Completing the squares |
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NOC:Real Analysis - II |
Lecture 50 - Constrained extrema and lagrange multipliers |
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NOC:Real Analysis - II |
Lecture 51 - Curves |
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NOC:Real Analysis - II |
Lecture 52 - Rectifiability and arc-length |
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NOC:Real Analysis - II |
Lecture 53 - The Riemann integral revisited |
Link |
NOC:Real Analysis - II |
Lecture 54 - Monotone sequences of functions |
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NOC:Real Analysis - II |
Lecture 55 - Upper functions and their integrals |
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NOC:Real Analysis - II |
Lecture 56 - Riemann integrable functions as upper functions |
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NOC:Real Analysis - II |
Lecture 57 - Lebesgue integrable functions |
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NOC:Real Analysis - II |
Lecture 58 - Approximation of Lebesgure integrable functions |
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NOC:Real Analysis - II |
Lecture 59 - Levi monotone convergence theorem for step functions |
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NOC:Real Analysis - II |
Lecture 60 - Monotone convergence theorem for upper functions |
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NOC:Real Analysis - II |
Lecture 61 - Monotone convergence theorem for Lebesgue integrable functions |
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NOC:Real Analysis - II |
Lecture 62 - The Lebesgue dominated convergence theorem |
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NOC:Real Analysis - II |
Lecture 63 - Applications of the convergence theorems |
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NOC:Real Analysis - II |
Lecture 64 - The problem of measure |
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NOC:Real Analysis - II |
Lecture 65 - The Lebesgue integral on unbounded intervals |
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NOC:Real Analysis - II |
Lecture 66 - Measurable functions |
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NOC:Real Analysis - II |
Lecture 67 - Solution to the problem of measure |
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NOC:Real Analysis - II |
Lecture 68 - The Lebesgue integral on arbitrary subsets |
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NOC:Real Analysis - II |
Lecture 69 - Square integrable functions |
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NOC:Real Analysis - II |
Lecture 70 - Norms and inner-products on complex vector spaces |
Link |
NOC:Real Analysis - II |
Lecture 71 - Convergence in L2 |
Link |
NOC:Real Analysis - II |
Lecture 72 - The Riesz-Fischer theorem |
Link |
NOC:Real Analysis - II |
Lecture 73 - Multiple Riemann integration |
Link |
NOC:Real Analysis - II |
Lecture 74 - Multiple Lebesgue integration |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 1 - Test Functions - Part 1 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 2 - Test Functions - Part 2 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 3 - Distributions |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 4 - Examples - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 5 - Distribution Derivatives |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 6 - More operations on distributions |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 7 - Support of a distribution |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 8 - Distributions with compact support; singular support - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 9 - Distributions with compact support; singular support - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 10 - Exercises - Part 1 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 11 - Convolution of functions - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 12 - Convolution of functions - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 13 - Convolution of functions - Part 3 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 14 - Convolution of distributions - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 15 - Convolution of distributions - Part 2 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 16 - Convolution of distributions - Part 3 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 17 - Exercises - Part 2 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 18 - Fundamental solutions |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 19 - The Fourier transform |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 20 - The Schwarz space - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 21 - The Schwarz space - Part 2 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 22 - Examples - Part 1 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 23 - Fourier inversion formula |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 24 - Tempered distributions |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 25 - Exercises - Part 3 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 26 - Sobolev spaces - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 27 - Sobolev spaces - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 28 - Sobolev spaces - Part 3 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 29 - Approximation by smooth functions |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 30 - Chain rule and applications - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 31 - Chain rule and applications - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 32 - Extension theorems - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 33 - Extension theorems - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 34 - Poincare's inequlity |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 35 - Exercises - Part 4 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 36 - Exercises - Part 5 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 37 - Imbedding theorems |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 38 - Imbedding theorems: Case p less than N - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 39 - Imbedding theorems: Case p = N - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 40 - Imbedding theorems: Case p greater than N - Part 3 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 41 - Compactness theorems - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 42 - Compactness theorems - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 43 - Compactness theorems - Part 3 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 44 - The spaces W^{s,p} |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 45 - spaces W^{s,p} and Trace spaces |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 46 - Trace theory - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 47 - Trace theory - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 48 - Trace theory - Part 3 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 49 - Trace theory - Part 4 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 50 - Exercises - Part 6 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 51 - Exercises - Part 7 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 52 - Abstract variational problems - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 53 - Abstract variational problems - Part 2 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 54 - Weak solutions of elliptic boundary value problems - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 55 - Weak solutions of elliptic boundary value problems - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 56 - Neumann problems |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 57 - The Biharmonic operator |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 58 - The elasticity system |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 59 - Exercises - Part 8 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 60 - Exercises - Part 9 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 61 - Exercises - Part 9 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 62 - Maximum Principles - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 63 - Maximum Principles - Part 2 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 64 - Exercises - Part 10 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 65 - Exercises - Part 11 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 66 - Eigenvalue problems - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 67 - Eigenvalue problems - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 68 - Eigenvalue problems - Part 3 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 69 - Exercises - Part 12 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 70 - Exercises - Part 13 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 71 - Unbounded operators - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 72 - Unbounded operators - Part 2 |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 73 - The exponential map |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 74 - C_0 Semigroups - Part 1 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 75 - C_0 Semigroups - Part 2 |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 76 - Infinitesimal generators of contraction semigroups |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 77 - Hille-Yosida theorem |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 78 - Regularity |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 79 - Contraction semigroups on Hilbert spaces |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 80 - Self-adjoint case and the case of isometries |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 81 - The heat equation |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 82 - The wave equation |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 83 - The Schrodinger equation |
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NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 84 - The inhomogeneous equation |
Link |
NOC:Sobolev Spaces and Partial Differential Equations |
Lecture 85 - Exercises - 14 |
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NOC:Combinatorics |
Lecture 1 - Pigeonhole Principle |
Link |
NOC:Combinatorics |
Lecture 2 - Dirichlet theorem and Erdos-Szekeres Theorem |
Link |
NOC:Combinatorics |
Lecture 3 - Ramey theorem as generalisation of PHP |
Link |
NOC:Combinatorics |
Lecture 4 - An infinite flock of Pigeons |
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NOC:Combinatorics |
Lecture 5 - Basic Counting - the sum and product rules |
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NOC:Combinatorics |
Lecture 6 - Examples of basic counting |
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NOC:Combinatorics |
Lecture 7 - Examples: Product and Division rules |
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NOC:Combinatorics |
Lecture 8 - Binomial theorem and bijective counting |
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NOC:Combinatorics |
Lecture 9 - Counting lattice paths |
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NOC:Combinatorics |
Lecture 10 - Multinomial theorem |
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NOC:Combinatorics |
Lecture 11 - Applying Multinomial theorem |
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NOC:Combinatorics |
Lecture 12 - Integer compositions |
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NOC:Combinatorics |
Lecture 13 - Set partitions and Stirling numbers |
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NOC:Combinatorics |
Lecture 14 - Stirling and Hemachandra recursions |
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NOC:Combinatorics |
Lecture 15 - Integer partitions |
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NOC:Combinatorics |
Lecture 16 - Young's diagram and Integer partitions |
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NOC:Combinatorics |
Lecture 17 - Principle of Inclusion and Exclusion |
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NOC:Combinatorics |
Lecture 18 - Applications of PIE |
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NOC:Combinatorics |
Lecture 19 - The twelvefold way |
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NOC:Combinatorics |
Lecture 20 - Inclusion exclusion: Linear algebra view |
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NOC:Combinatorics |
Lecture 21 - Partial Orders |
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NOC:Combinatorics |
Lecture 22 - Mobius Inversion Formula |
Link |
NOC:Combinatorics |
Lecture 23 - Product theorem and applications of Mobius Inversion |
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NOC:Combinatorics |
Lecture 24 - Formal power series, ordinary generating functions |
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NOC:Combinatorics |
Lecture 25 - Application of Ordinary generating functions |
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NOC:Combinatorics |
Lecture 26 - Product of Generating functions |
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NOC:Combinatorics |
Lecture 27 - Composition of generating functions |
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NOC:Combinatorics |
Lecture 28 - Exponential Generating Function |
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NOC:Combinatorics |
Lecture 29 - Composition of EGF |
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NOC:Combinatorics |
Lecture 30 - Euler pentagonal number theorem |
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NOC:Combinatorics |
Lecture 31 - Graphs - introduction |
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NOC:Combinatorics |
Lecture 32 - Paths Walks, Cycles |
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NOC:Combinatorics |
Lecture 33 - Digraphs and functional digraphs |
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NOC:Combinatorics |
Lecture 34 - Componenets, Connectivity, Bipartite graphs |
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NOC:Combinatorics |
Lecture 35 - Acyclic graphs |
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NOC:Combinatorics |
Lecture 36 - Graph colouring |
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NOC:Combinatorics |
Lecture 37 - Mycielski graphs |
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NOC:Combinatorics |
Lecture 38 - Product of graphs |
Link |
NOC:Combinatorics |
Lecture 39 - Menger's theorem |
Link |
NOC:Combinatorics |
Lecture 40 - System of Distinct representatives |
Link |
NOC:Combinatorics |
Lecture 41 - Planar graphs |
Link |
NOC:Combinatorics |
Lecture 42 - Euler identity |
Link |
NOC:Combinatorics |
Lecture 43 - Map colouring problem - History |
Link |
NOC:Combinatorics |
Lecture 44 - The Discharging Method - Part 1 |
Link |
NOC:Combinatorics |
Lecture 45 - The Discharging Method - Part 2 |
Link |
NOC:Combinatorics |
Lecture 46 - Introduction to Group actions |
Link |
NOC:Combinatorics |
Lecture 47 - Colouring and symmetries - examples |
Link |
NOC:Combinatorics |
Lecture 48 - Bursides lemma |
Link |
NOC:Combinatorics |
Lecture 49 - Proof of Bursides lemma |
Link |
NOC:Combinatorics |
Lecture 50 - Polya's theorem |
Link |
NOC:Combinatorics |
Lecture 51 - Species of structures- definitions and examples |
Link |
NOC:Combinatorics |
Lecture 52 - Associated seris and Product of species |
Link |
NOC:Combinatorics |
Lecture 53 - Species: Substitution and Derivative |
Link |
NOC:Combinatorics |
Lecture 54 - Species: Pointing and countilg labelled trees |
Link |
NOC:Combinatorics |
Lecture 55 - Review and Further directions |
Link |
NOC:Combinatorics |
Lecture 56 - More on further topics |
Link |
NOC:Combinatorics |
Lecture 57 - Linear Algebra method: Ultra short introduction |
Link |
NOC:Combinatorics |
Lecture 58 - Probabiistic Method: Ultra short introduction |
Link |
NOC:Our Mathematical Senses |
Lecture 1 - Why do the images of parallel lines converge? |
Link |
NOC:Our Mathematical Senses |
Lecture 2 - The power of vanishing points |
Link |
NOC:Our Mathematical Senses |
Lecture 3 - Bonus material: Perspective in visual art |
Link |
NOC:Our Mathematical Senses |
Lecture 4 - Understanding Points at Infinity |
Link |
NOC:Our Mathematical Senses |
Lecture 5 - The Extended Euclidean Plane |
Link |
NOC:Our Mathematical Senses |
Lecture 6 - Harmonic tetrads |
Link |
NOC:Our Mathematical Senses |
Lecture 7 - Perspective Drawing as a Perspectivity |
Link |
NOC:Our Mathematical Senses |
Lecture 8 - Perspectivities of the Extended Euclidean Plane |
Link |
NOC:Our Mathematical Senses |
Lecture 9 - Projectivities |
Link |
NOC:Our Mathematical Senses |
Lecture 10 - Projectivities as Functions on the Real Numbers |
Link |
NOC:Our Mathematical Senses |
Lecture 11 - Proving Pappus's Theorem |
Link |
NOC:Our Mathematical Senses |
Lecture 12 - The Fundamental Theorem of Projective Geometry |
Link |
NOC:Our Mathematical Senses |
Lecture 13 - The Cross Ratio |
Link |
NOC:Our Mathematical Senses |
Lecture 14 - Applications of the Cross Ratio |
Link |
NOC:Our Mathematical Senses |
Lecture 15 - The Real Projective Plane |
Link |
NOC:Our Mathematical Senses |
Lecture 16 - Transformations of the Real Projective Plane |
Link |
NOC:Algebraic Combinatorics |
Lecture 1 - Examples of Mobius Inversion |
Link |
NOC:Algebraic Combinatorics |
Lecture 2 - Partially Ordered Sets |
Link |
NOC:Algebraic Combinatorics |
Lecture 3 - Hasse Diagrams |
Link |
NOC:Algebraic Combinatorics |
Lecture 4 - Isomorphsms of Posets |
Link |
NOC:Algebraic Combinatorics |
Lecture 5 - Maximal, Minimal, Greatest, Least |
Link |
NOC:Algebraic Combinatorics |
Lecture 6 - Induced Subposets |
Link |
NOC:Algebraic Combinatorics |
Lecture 7 - Incidence Algebras |
Link |
NOC:Algebraic Combinatorics |
Lecture 8 - Inversion in Incidence Algebras |
Link |
NOC:Algebraic Combinatorics |
Lecture 9 - Mobius Inversion |
Link |
NOC:Algebraic Combinatorics |
Lecture 10 - Examples of Mobius Functions |
Link |
NOC:Algebraic Combinatorics |
Lecture 11 - Product Posets and their Mobius Functions |
Link |
NOC:Algebraic Combinatorics |
Lecture 12 - Opposite of a Poset |
Link |
NOC:Algebraic Combinatorics |
Lecture 13 - The Poset of Set Partitions |
Link |
NOC:Algebraic Combinatorics |
Lecture 14 - Connected Structures |
Link |
NOC:Algebraic Combinatorics |
Lecture 15 - Lattices |
Link |
NOC:Algebraic Combinatorics |
Lecture 16 - Weisner's Theorem |
Link |
NOC:Algebraic Combinatorics |
Lecture 17 - The Lattice of Non-Crossing Partitions |
Link |
NOC:Algebraic Combinatorics |
Lecture 18 - The Canonical Product Decoposition for Intervals of Non-Crossing Partitions |
Link |
NOC:Algebraic Combinatorics |
Lecture 19 - The Mobius Function for Non-Crossing Partitions |
Link |
NOC:Algebraic Combinatorics |
Lecture 20 - Ideals in a Poset |
Link |
NOC:Algebraic Combinatorics |
Lecture 21 - Mobius Function of J(P) |
Link |
NOC:Algebraic Combinatorics |
Lecture 22 - Young's Lattice |
Link |
NOC:Algebraic Combinatorics |
Lecture 23 - Distributive Lattices |
Link |
NOC:Algebraic Combinatorics |
Lecture 24 - Formal Power Series |
Link |
NOC:Algebraic Combinatorics |
Lecture 25 - The Necklace Problem |
Link |
NOC:Algebraic Combinatorics |
Lecture 26 - Combinatorial Classes |
Link |
NOC:Algebraic Combinatorics |
Lecture 27 - Sums, Products, and Sequences of Combinatorial Classes |
Link |
NOC:Algebraic Combinatorics |
Lecture 28 - Power Set, Multisets, and Sequences |
Link |
NOC:Algebraic Combinatorics |
Lecture 29 - A Little Dendrology |
Link |
NOC:Algebraic Combinatorics |
Lecture 30 - Super Catalan/Little Schroeder numbers |
Link |
NOC:Algebraic Combinatorics |
Lecture 31 - Regular Languages |
Link |
NOC:Algebraic Combinatorics |
Lecture 32 - Finite Automata |
Link |
NOC:Algebraic Combinatorics |
Lecture 33 - The Pumping Lemma |
Link |
NOC:Algebraic Combinatorics |
Lecture 34 - The Dyck Language |
Link |
NOC:Algebraic Combinatorics |
Lecture 35 - Permutations and their cycles |
Link |
NOC:Algebraic Combinatorics |
Lecture 36 - Permutation Groups |
Link |
NOC:Algebraic Combinatorics |
Lecture 37 - Orbits, fixed points, stabilizers |
Link |
NOC:Algebraic Combinatorics |
Lecture 38 - The orbit counting theorem |
Link |
NOC:Algebraic Combinatorics |
Lecture 39 - The Polya Enumeration Theorem |
Link |
NOC:Algebraic Combinatorics |
Lecture 40 - The Cycle Index Polynomials |
Link |
NOC:Algebraic Combinatorics |
Lecture 41 - Cycle Index of the Octahedral Group |
Link |
NOC:Algebraic Combinatorics |
Lecture 42 - Cycle Index of the Full Permutation Group |
Link |
NOC:Algebraic Combinatorics |
Lecture 43 - Combinatorial Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 44 - Generating Series of a Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 45 - Cycle Index Series of a Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 46 - Isomorphism of Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 47 - Visualization of Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 48 - Sum of Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 49 - Product of Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 50 - Sums and Products: More Examples |
Link |
NOC:Algebraic Combinatorics |
Lecture 51 - Substitution of Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 52 - Derivative of a Species |
Link |
NOC:Algebraic Combinatorics |
Lecture 53 - Powers and Seqeunces of Binomial Type |
Link |
NOC:Algebraic Combinatorics |
Lecture 54 - Pointing and Cayley's Theorem |
Link |
NOC:Algebraic Combinatorics |
Lecture 55 - R-enriched Trees |
Link |
NOC:Algebraic Combinatorics |
Lecture 56 - R-enriched Endofunctions |
Link |
NOC:Algebraic Combinatorics |
Lecture 57 - Lagrange Inversion Forumla |
Link |
NOC:Algebraic Combinatorics |
Lecture 58 - Motivation for the LGV Lemma |
Link |
NOC:Algebraic Combinatorics |
Lecture 59 - Statement of the LGV Lemma |
Link |
NOC:Algebraic Combinatorics |
Lecture 60 - Nice Applications of the LGV Lemma |
Link |
NOC:Algebraic Combinatorics |
Lecture 61 - Sign-Reversing Involutions |
Link |
NOC:Algebraic Combinatorics |
Lecture 62 - Proof of the LGV Lemma |
Link |
NOC:Algebraic Combinatorics |
Lecture 63 - The Cauchy-Binet Formula |
Link |
NOC:Algebraic Combinatorics |
Lecture 64 - Symmetric polynomials: definition and examples |
Link |
NOC:Algebraic Combinatorics |
Lecture 65 - Monomial symmetric polynomials |
Link |
NOC:Algebraic Combinatorics |
Lecture 66 - Elementary and Complete symmetric polynomials - Part 1 |
Link |
NOC:Algebraic Combinatorics |
Lecture 67 - Elementary and Complete symmetric polynomials - Part 2 |
Link |
NOC:Algebraic Combinatorics |
Lecture 68 - Alternating polynomials |
Link |
NOC:Algebraic Combinatorics |
Lecture 69 - Labelled abaci and alternants |
Link |
NOC:Algebraic Combinatorics |
Lecture 70 - Schur polynomials |
Link |
NOC:Algebraic Combinatorics |
Lecture 71 - Pieri Rule - Statement and Examples |
Link |
NOC:Algebraic Combinatorics |
Lecture 72 - Pieri Rule - Proof |
Link |
NOC:Algebraic Combinatorics |
Lecture 73 - The second Pieri rule |
Link |
NOC:Algebraic Combinatorics |
Lecture 74 - Semi-standard tableaux |
Link |
NOC:Algebraic Combinatorics |
Lecture 75 - Triangularity of Kostka matrix |
Link |
NOC:Algebraic Combinatorics |
Lecture 76 - Monomial expansion of Schur |
Link |
NOC:Algebraic Combinatorics |
Lecture 77 - The RSK correspondence |
Link |
NOC:Algebraic Combinatorics |
Lecture 78 - Jacobi Trudi identities via LGV lemma |
Link |
NOC:Algebraic Combinatorics |
Lecture 79 - Formal ring of symmetric functions in infinitely many variables |
Link |
NOC:Algebraic Combinatorics |
Lecture 80 - Monomial expansions and RSK |
Link |
NOC:Algebraic Combinatorics |
Lecture 81 - Generating functions for e, h |
Link |
NOC:Algebraic Combinatorics |
Lecture 82 - The power sum symmetric functions |
Link |
NOC:Algebraic Combinatorics |
Lecture 83 - The inner product and Cauchy identity |
Link |
NOC:Algebraic Combinatorics |
Lecture 84 - Skew Schur functions and the LR rule |
Link |
NOC:An Invitation to Topology |
Lecture 1 - Introduction to Topology |
Link |
NOC:An Invitation to Topology |
Lecture 2 - Basic Set theory |
Link |
NOC:An Invitation to Topology |
Lecture 3 - Mathematical Logic - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 4 - Mathematical Logic - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 5 - Functions |
Link |
NOC:An Invitation to Topology |
Lecture 6 - Finite Sets - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 7 - Finite Sets - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 8 - Infinite Sets |
Link |
NOC:An Invitation to Topology |
Lecture 9 - Infinite Sets and Axiom of Choice |
Link |
NOC:An Invitation to Topology |
Lecture 10 - Definition of aTopology |
Link |
NOC:An Invitation to Topology |
Lecture 11 - Examples of different topologies |
Link |
NOC:An Invitation to Topology |
Lecture 12 - Basis for a topology |
Link |
NOC:An Invitation to Topology |
Lecture 13 - Various topologies on the real line |
Link |
NOC:An Invitation to Topology |
Lecture 14 - Comparison of topologies - Part 1: Finer and coarser topologies |
Link |
NOC:An Invitation to Topology |
Lecture 15 - Comparison of topologies - Part 2: Comparing the various topologies on R |
Link |
NOC:An Invitation to Topology |
Lecture 16 - Basis and Sub-basis for a topology |
Link |
NOC:An Invitation to Topology |
Lecture 17 - Various topologies: the subspace topology |
Link |
NOC:An Invitation to Topology |
Lecture 18 - The Product topology |
Link |
NOC:An Invitation to Topology |
Lecture 19 - Topologies on arbitrary Cartesian products |
Link |
NOC:An Invitation to Topology |
Lecture 20 - Metric topology - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 21 - Metric topology - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 22 - Metric topology - Part 3 |
Link |
NOC:An Invitation to Topology |
Lecture 23 - Closed Sets |
Link |
NOC:An Invitation to Topology |
Lecture 24 - Closure and Limit points |
Link |
NOC:An Invitation to Topology |
Lecture 25 - Continuous functions |
Link |
NOC:An Invitation to Topology |
Lecture 26 - Construction of continuous functions |
Link |
NOC:An Invitation to Topology |
Lecture 27 - Continuous functions on metric spaces - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 28 - Continuous functions on metric spaces - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 29 - Connectedness |
Link |
NOC:An Invitation to Topology |
Lecture 30 - Some conditions for Connectedness |
Link |
NOC:An Invitation to Topology |
Lecture 31 - Connectedness of the Real Line |
Link |
NOC:An Invitation to Topology |
Lecture 32 - Connectedness of a Linear Continuum |
Link |
NOC:An Invitation to Topology |
Lecture 33 - The Intermediate Value Theorem |
Link |
NOC:An Invitation to Topology |
Lecture 34 - Path-connectedness |
Link |
NOC:An Invitation to Topology |
Lecture 35 - Connectedness does not imply Path-connectedness - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 36 - Connectedness does not imply Path-connectedness - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 37 - Connected and Path-connected Components |
Link |
NOC:An Invitation to Topology |
Lecture 38 - Local connectedness and Local Path-connectedness |
Link |
NOC:An Invitation to Topology |
Lecture 39 - Compactness |
Link |
NOC:An Invitation to Topology |
Lecture 40 - Properties of compact spaces |
Link |
NOC:An Invitation to Topology |
Lecture 41 - The Heine-Borel Theorem |
Link |
NOC:An Invitation to Topology |
Lecture 42 - Tychonoff't theorem |
Link |
NOC:An Invitation to Topology |
Lecture 43 - Proof of Tychonoff's theorem - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 44 - Proof of Tychonoff's theorem - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 45 - Compactness in metric spaces |
Link |
NOC:An Invitation to Topology |
Lecture 46 - Lebesgue Number Lemma and the Uniform Continuity theorem |
Link |
NOC:An Invitation to Topology |
Lecture 47 - Different Kinds of Compactness |
Link |
NOC:An Invitation to Topology |
Lecture 48 - Equivalence of various compactness properties for Metric Spaces |
Link |
NOC:An Invitation to Topology |
Lecture 49 - Compactness and Sequential Compactness in arbitrary topological spaces |
Link |
NOC:An Invitation to Topology |
Lecture 50 - Baire Spaces |
Link |
NOC:An Invitation to Topology |
Lecture 51 - Properties and Examples of Baire Spaces |
Link |
NOC:An Invitation to Topology |
Lecture 52 - The Baire Category Theorem |
Link |
NOC:An Invitation to Topology |
Lecture 53 - Complete Metric Spaces and the Baire Category theorem - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 54 - Complete Metric Spaces and the Baire Category theorem - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 55 - Application of the Baire Category theorem |
Link |
NOC:An Invitation to Topology |
Lecture 56 - Regular and Normal spaces |
Link |
NOC:An Invitation to Topology |
Lecture 57 - Properties and examples of regular and normal spaces |
Link |
NOC:An Invitation to Topology |
Lecture 58 - Urysohn's Lemma |
Link |
NOC:An Invitation to Topology |
Lecture 59 - Proof of Urysohn's Lemma |
Link |
NOC:An Invitation to Topology |
Lecture 60 - Tietze Extension theorem - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 61 - Tietze Extension theorem - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 62 - Compactness and Completeness in Metric spaces |
Link |
NOC:An Invitation to Topology |
Lecture 63 - The space of continuous functions - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 64 - The space of continuous functions - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 65 - Equicontinuity |
Link |
NOC:An Invitation to Topology |
Lecture 66 - Total boundedness and Equicontinuity - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 67 - Total boundedness and Equicontinuity - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 68 - Topology of compact convergence - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 69 - Topology of compact convergence - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 70 - Equicontinuity revisited - Part 1 |
Link |
NOC:An Invitation to Topology |
Lecture 71 - Equicontinuity revisited - Part 2 |
Link |
NOC:An Invitation to Topology |
Lecture 72 - Locally compact Hausdorff spaces |
Link |
NOC:An Invitation to Topology |
Lecture 73 - The Arzelà - Ascoli theorem |
Link |
NOC:Operator Theory |
Lecture 1 - Semi Inner product spaces |
Link |
NOC:Operator Theory |
Lecture 2 - Inner Product Spaces |
Link |
NOC:Operator Theory |
Lecture 3 - Parallelogram law |
Link |
NOC:Operator Theory |
Lecture 4 - Hilbert Spaces |
Link |
NOC:Operator Theory |
Lecture 5 - Orthogonality |
Link |
NOC:Operator Theory |
Lecture 6 - Projection Theorem |
Link |
NOC:Operator Theory |
Lecture 7 - Linear Operator |
Link |
NOC:Operator Theory |
Lecture 8 - Bounded Operators |
Link |
NOC:Operator Theory |
Lecture 9 - Norm of a linear operator |
Link |
NOC:Operator Theory |
Lecture 10 - Examples of bounded operators |
Link |
NOC:Operator Theory |
Lecture 11 - The Adjoint Operator |
Link |
NOC:Operator Theory |
Lecture 12 - The Adjoint: Properties |
Link |
NOC:Operator Theory |
Lecture 13 - Closed range operators - 1 |
Link |
NOC:Operator Theory |
Lecture 14 - Closed range operators - 2 |
Link |
NOC:Operator Theory |
Lecture 15 - Self-adjoint Operators |
Link |
NOC:Operator Theory |
Lecture 16 - Normal operators |
Link |
NOC:Operator Theory |
Lecture 17 - Isometris and Unitaries |
Link |
NOC:Operator Theory |
Lecture 18 - Isometris and Unitaries |
Link |
NOC:Operator Theory |
Lecture 19 - Mutually Orthogonal Projections |
Link |
NOC:Operator Theory |
Lecture 20 - Invariant Subspaces |
Link |
NOC:Operator Theory |
Lecture 21 - Monotone Convergence Theorem |
Link |
NOC:Operator Theory |
Lecture 22 - Square root |
Link |
NOC:Operator Theory |
Lecture 23 - Polar decomposition |
Link |
NOC:Operator Theory |
Lecture 24 - Invertibility |
Link |
NOC:Operator Theory |
Lecture 25 - Spectrum |
Link |
NOC:Operator Theory |
Lecture 26 - Spectral Mapping Theorem |
Link |
NOC:Operator Theory |
Lecture 27 - The spectral radius formula |
Link |
NOC:Operator Theory |
Lecture 28 - multiplicative linear functionals |
Link |
NOC:Operator Theory |
Lecture 29 - The GKZ-theorem |
Link |
NOC:Operator Theory |
Lecture 30 - Maximal Ideal Space |
Link |
NOC:Operator Theory |
Lecture 31 - Commutative C*-algebras |
Link |
NOC:Operator Theory |
Lecture 32 - Decomposition of spectrum |
Link |
NOC:Operator Theory |
Lecture 33 - Computing spectrum: Examples |
Link |
NOC:Operator Theory |
Lecture 34 - Approximate spectrum |
Link |
NOC:Operator Theory |
Lecture 35 - Approximate spectrum: Properties |
Link |
NOC:Operator Theory |
Lecture 36 - Numerical bounds |
Link |
NOC:Operator Theory |
Lecture 37 - Compact Operators |
Link |
NOC:Operator Theory |
Lecture 38 - Compact Operators; Properties |
Link |
NOC:Operator Theory |
Lecture 39 - Spectral Theorem: Compact Self-Adjoint Operators |
Link |
NOC:Operator Theory |
Lecture 40 - Spectral Theorem: Consequences |
Link |
NOC:Operator Theory |
Lecture 41 - Compact Normal Operators |
Link |
NOC:Operator Theory |
Lecture 42 - Compact Operators Singular value Decomposition |
Link |
NOC:Operator Theory |
Lecture 43 - Fredholm Alternative Theorem |
Link |
NOC:Operator Theory |
Lecture 44 - Orthogonal decomposition of self-adjoint operators |
Link |
NOC:Operator Theory |
Lecture 45 - Spectral family; Properties - I |
Link |
NOC:Operator Theory |
Lecture 46 - Spectral family; Properties - II |
Link |
NOC:Operator Theory |
Lecture 47 - Spectral theorem Self adjoint Operators |
Link |
NOC:Operator Theory |
Lecture 48 - Spectral theorem Examples |
Link |
NOC:Operator Theory |
Lecture 49 - Spectral theorem: Consequences |
Link |
NOC:Operator Theory |
Lecture 50 - Continuous functional Calculus |
Link |
NOC:Operator Theory |
Lecture 51 - Spectral mapping theorem |
Link |
NOC:Measure and Integration |
Lecture 1 - Preamble |
Link |
NOC:Measure and Integration |
Lecture 2 - Algebras of sets |
Link |
NOC:Measure and Integration |
Lecture 3 - Measures on rings |
Link |
NOC:Measure and Integration |
Lecture 4 - Outer-measure |
Link |
NOC:Measure and Integration |
Lecture 5 - Measurable sets |
Link |
NOC:Measure and Integration |
Lecture 6 - Caratheodory's method |
Link |
NOC:Measure and Integration |
Lecture 7 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 8 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 9 - Lebesgue measure: the ring |
Link |
NOC:Measure and Integration |
Lecture 10 - Construction of the Lebesgue measure |
Link |
NOC:Measure and Integration |
Lecture 11 - Errata |
Link |
NOC:Measure and Integration |
Lecture 12 - The Cantor set |
Link |
NOC:Measure and Integration |
Lecture 13 - Approximation |
Link |
NOC:Measure and Integration |
Lecture 14 - Approximation |
Link |
NOC:Measure and Integration |
Lecture 15 - Approximation |
Link |
NOC:Measure and Integration |
Lecture 16 - Translation Invariance |
Link |
NOC:Measure and Integration |
Lecture 17 - Non-measurable sets |
Link |
NOC:Measure and Integration |
Lecture 18 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 19 - Measurable functions |
Link |
NOC:Measure and Integration |
Lecture 20 - Measurable functions |
Link |
NOC:Measure and Integration |
Lecture 21 - The Cantor function |
Link |
NOC:Measure and Integration |
Lecture 22 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 23 - Egorov's theorem |
Link |
NOC:Measure and Integration |
Lecture 24 - Convergence in measure |
Link |
NOC:Measure and Integration |
Lecture 25 - Convergence in measure |
Link |
NOC:Measure and Integration |
Lecture 26 - Convergence in measure |
Link |
NOC:Measure and Integration |
Lecture 27 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 28 - Integration: Simple functions |
Link |
NOC:Measure and Integration |
Lecture 29 - Non-negative functions |
Link |
NOC:Measure and Integration |
Lecture 30 - Monotone convergence theorem |
Link |
NOC:Measure and Integration |
Lecture 31 - Examples |
Link |
NOC:Measure and Integration |
Lecture 32 - Fatou's lemma |
Link |
NOC:Measure and Integration |
Lecture 33 - Integrable functions |
Link |
NOC:Measure and Integration |
Lecture 34 - Dominated convergence theorem |
Link |
NOC:Measure and Integration |
Lecture 35 - Dominated convergence theorem: Applications |
Link |
NOC:Measure and Integration |
Lecture 36 - Absolute continuity |
Link |
NOC:Measure and Integration |
Lecture 37 - Integration on the real line |
Link |
NOC:Measure and Integration |
Lecture 38 - Examples |
Link |
NOC:Measure and Integration |
Lecture 39 - Weierstrass' theorem |
Link |
NOC:Measure and Integration |
Lecture 40 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 41 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 42 - Vitali covering lemma |
Link |
NOC:Measure and Integration |
Lecture 43 - Monotonic functions |
Link |
NOC:Measure and Integration |
Lecture 44 - Functions of bounded variation |
Link |
NOC:Measure and Integration |
Lecture 45 - Functions of bounded variation |
Link |
NOC:Measure and Integration |
Lecture 46 - Functions of bounded variation |
Link |
NOC:Measure and Integration |
Lecture 47 - Differentiation of an indefinite integral |
Link |
NOC:Measure and Integration |
Lecture 48 - Absolute continuity |
Link |
NOC:Measure and Integration |
Lecture 49 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 50 - Product spaces |
Link |
NOC:Measure and Integration |
Lecture 51 - Product spaces: measurable functions |
Link |
NOC:Measure and Integration |
Lecture 52 - Product measure |
Link |
NOC:Measure and Integration |
Lecture 53 - Fubini's theorem |
Link |
NOC:Measure and Integration |
Lecture 54 - Examples |
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NOC:Measure and Integration |
Lecture 55 - Examples |
Link |
NOC:Measure and Integration |
Lecture 56 - Integration of radial functions |
Link |
NOC:Measure and Integration |
Lecture 57 - Measure of the unit ball in N dimensions |
Link |
NOC:Measure and Integration |
Lecture 58 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 59 - Signed measures |
Link |
NOC:Measure and Integration |
Lecture 60 - Hahn and Jordan decompositions |
Link |
NOC:Measure and Integration |
Lecture 61 - Upper,lower and totaal variations of a signed measure; Absolute continuity |
Link |
NOC:Measure and Integration |
Lecture 62 - Absolute continuity |
Link |
NOC:Measure and Integration |
Lecture 63 - Radon-Nikodym theorem |
Link |
NOC:Measure and Integration |
Lecture 64 - Radon-Nikodym theorem |
Link |
NOC:Measure and Integration |
Lecture 65 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 66 - Lebesgue spaces |
Link |
NOC:Measure and Integration |
Lecture 67 - Examples. Inclusion questions |
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NOC:Measure and Integration |
Lecture 68 - Convergence in L^p |
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NOC:Measure and Integration |
Lecture 69 - Approximation |
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NOC:Measure and Integration |
Lecture 70 - Applications |
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NOC:Measure and Integration |
Lecture 71 - Duality |
Link |
NOC:Measure and Integration |
Lecture 72 - Duality |
Link |
NOC:Measure and Integration |
Lecture 73 - Convolutions |
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NOC:Measure and Integration |
Lecture 74 - Convolutions |
Link |
NOC:Measure and Integration |
Lecture 75 - Convolutions |
Link |
NOC:Measure and Integration |
Lecture 76 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 77 - Exercises |
Link |
NOC:Measure and Integration |
Lecture 78 - Change of variable |
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NOC:Measure and Integration |
Lecture 79 - Change of variable |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 1 - Flow of the Course: A not-so-sneak peek |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 2 - Fuzzy Sets - The Necessity |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 3 - Fuzzy Sets - Representations |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 4 - Fuzziness vs Probability |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 5 - Fuzzy Sets - Some Important Notions |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 6 - Operations on Fuzzy Sets |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 7 - Posets on Fuzzy Sets |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 8 - Lattice of Fuzzy Sets |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 9 - Boolean Algebra of Sets |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 10 - Algebras on Fuzzy Sets |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 11 - Triangular Norms |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 12 - Triangular Norms: Analytical Aspects |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 13 - Triangular Norms: Algebraic Aspects |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 14 - T-Norms: Construction and Representations |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 15 - T-Norms:Complementation and Duality |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 16 - Fuzzy Implications |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 17 - Fuzzy Implications - Desirable Properties |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 18 - Construction of Fuzzy Implication - I |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 19 - Construction of Fuzzy Implication - II |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 20 - Construction of Fuzzy Implication - II |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 21 - Construction of Fuzzy Implication - III |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 22 - Construction of Fuzzy Implication - IV |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 23 - (N, T, I)- An Organic Relationship |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 24 - Fuzzy Relations |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 25 - Composition of Fuzzy Relations |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 26 - Similarity and Compatibility Classes |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 27 - On the Transitivity of Fuzzy Relations - I |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 28 - On the Transitivity of Fuzzy Relations - II |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 29 - Fuzzy Propositions: Some Interpretations |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 30 - Fuzzy If-Then Rules |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 31 - Fuzzy Relational Inference |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 32 - Fuzzy Relational Inference - MISO Case |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 33 - Fuzzy Relational Inference - Multiple Rules |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 34 - Fuzzy Inferencing Schemes - A Visual Illustration |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 35 - Similarity Based Reasoning |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 36 - SBR : Mamdani Fuzzy Systems |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 37 - Introduction to Building a Mamdani FIS |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 38 - Contrast Enhancement in Images: An FIS Approach |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 39 - Takagi-Sugeno-Kang Fuzzy Systems |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 40 - Fuzzy Inference Systems - Interpolativity |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 41 - Interpolativity of FRI - Single SISO Rule |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 42 - Fuzzy Relational Equations |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 43 - Interpolativity of FRI - Multiple SISO Rules |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 44 - Similarity Based Reasoning- Interpolativity |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 45 - FRI~SBR : FITA~FATI : Some Connections |
Link |
NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 46 - Continuous Models of FRI |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 47 - Continuous Models of CRI and BKS |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 48 - Continuous Models of SBR |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 49 - Extensionality of a Fuzzy Set |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 50 - Robustness of CRI |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 51 - Robustness of BKS |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 52 - Robustness of SBR |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 53 - Monotonicity of an FIS |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 54 - Monotonicity of an FRI |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 55 - Monotonicity of an SBR |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 56 - Functional (In)Equalities involving FLCs |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 57 - Suitability of BKS with Yager's Implications |
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NOC:Approximate Reasoning using Fuzzy Set Theory |
Lecture 58 - Law of Importation and Hierarchical CRI |
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NOC:Probability-II with Examples Using R |
Lecture 1 - Continuous Random Variables - Part 1 |
Link |
NOC:Probability-II with Examples Using R |
Lecture 2 - Continuous Random Variables - Part 2 |
Link |
NOC:Probability-II with Examples Using R |
Lecture 3 - R Set Up |
Link |
NOC:Probability-II with Examples Using R |
Lecture 4 - Exponential and Normal Random Variable |
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NOC:Probability-II with Examples Using R |
Lecture 5 - Normal Random Variable |
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NOC:Probability-II with Examples Using R |
Lecture 6 - Distribution Function |
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NOC:Probability-II with Examples Using R |
Lecture 7 - Normal Distribution |
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NOC:Probability-II with Examples Using R |
Lecture 8 - Problem Solving for Week 12 - Part 2 |
Link |
NOC:Probability-II with Examples Using R |
Lecture 9 - Joint Distribution of Continuous Random Variables |
Link |
NOC:Probability-II with Examples Using R |
Lecture 10 - Marginal Density and Independence |
Link |
NOC:Probability-II with Examples Using R |
Lecture 11 - Uniform Distribution in R2 |
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NOC:Probability-II with Examples Using R |
Lecture 12 - Problem Solving |
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NOC:Probability-II with Examples Using R |
Lecture 13 - Bivariate Normal - Part 1 |
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NOC:Probability-II with Examples Using R |
Lecture 14 - Problem Solving 1 - Calculating Probabilities |
Link |
NOC:Probability-II with Examples Using R |
Lecture 15 - Problem Solving 2 - Quadratic Equation, Random Coefficients |
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NOC:Probability-II with Examples Using R |
Lecture 16 - Conditional Density |
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NOC:Probability-II with Examples Using R |
Lecture 17 - Sums of Independent Random Variables |
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NOC:Probability-II with Examples Using R |
Lecture 18 - Quotient of Independent Random Variables |
Link |
NOC:Probability-II with Examples Using R |
Lecture 19 - Simulating Bivariate Normal Random Variables |
Link |
NOC:Probability-II with Examples Using R |
Lecture 20 - Problem Solving Conditional Density |
Link |
NOC:Probability-II with Examples Using R |
Lecture 21 - Expectation and Variance of Continuous Random Variables |
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NOC:Probability-II with Examples Using R |
Lecture 22 - Revisit of Variance and Expectation |
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NOC:Probability-II with Examples Using R |
Lecture 23 - Revisit of Properties of Variance |
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NOC:Probability-II with Examples Using R |
Lecture 24 - Covariance and Correlation |
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NOC:Probability-II with Examples Using R |
Lecture 25 - Conditional Expectation and Conditional Variance |
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NOC:Probability-II with Examples Using R |
Lecture 26 - Analysis of Variance Formula |
Link |
NOC:Probability-II with Examples Using R |
Lecture 27 - Problem Solving Expectations |
Link |
NOC:Probability-II with Examples Using R |
Lecture 28 - Moment Generating Function |
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NOC:Probability-II with Examples Using R |
Lecture 29 - Moments and Moment Generating Function |
Link |
NOC:Probability-II with Examples Using R |
Lecture 30 - Bivariate Normal - Part 2 |
Link |
NOC:Probability-II with Examples Using R |
Lecture 31 - Problem Solving Conditional Expectation and Conditional Variance |
Link |
NOC:Probability-II with Examples Using R |
Lecture 32 - Sampling Distribution and Sample Mean |
Link |
NOC:Probability-II with Examples Using R |
Lecture 33 - Weak Law of Large Numbers |
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NOC:Probability-II with Examples Using R |
Lecture 34 - Revisit Weak Law of Large Numbers |
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NOC:Probability-II with Examples Using R |
Lecture 35 - Problem Solving |
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NOC:Probability-II with Examples Using R |
Lecture 36 - Demoivre-Laplace Central Limit Theorem and Normal Random Variables |
Link |
NOC:Probability-II with Examples Using R |
Lecture 37 - Revisit Normal Random Variables |
Link |
NOC:Probability-II with Examples Using R |
Lecture 38 - Normal Tables, Mean and Variance |
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NOC:Probability-II with Examples Using R |
Lecture 39 - Problem Solving |
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NOC:Probability-II with Examples Using R |
Lecture 40 - Bivariate Normal Random Variables_Characterisation |
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NOC:Probability-II with Examples Using R |
Lecture 41 - Bivariate Normal Random Variables_Independence |
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NOC:Probability-II with Examples Using R |
Lecture 42 - Problem Solving |
Link |
NOC:Probability-II with Examples Using R |
Lecture 43 - Bivariate Normal Random Variables Joint Density Calculation - Part 1 |
Link |
NOC:Probability-II with Examples Using R |
Lecture 44 - Bivariate Normal Random Variables Joint Density Calculation - Part 2 |
Link |
NOC:Probability-II with Examples Using R |
Lecture 45 - Problem Solving - Review of Transformation of Random Variables |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 1 - Introduction |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 2 - Least Squares method |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 3 - Hands-on with Python - Part 1 |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 4 - Hands-on with R - Part 1 |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 5 - Categorical Variable as Predictor - Part 1 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 6 - Categorical Variable as Predictor - Part 2 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 7 - Hands-on with R - Part 2 |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 8 - Understanding the joint probability from data perspective |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 9 - Hands-on with R - Part 3 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 10 - Regression Line as Conditional Expectation |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 11 - Normal Equations |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 12 - Gauss Markov Theorem |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 13 - Hands-on with Python - Part 2 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 14 - Geometry of Regression Model and Feature Engineering |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 15 - Sampling Distribution and Statistical Inference of Regression Coefficient |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 16 - Hands-on with R - Part 4 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 17 - Checking Model Assumptions |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 18 - Comparing Models with Predictive Accuracy |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 19 - Hands-on with Julia |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 20 - Model Complexity, Bias and Variance Tradeoff |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 21 - Feature Selection, Variable Selection |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 22 - Hands on with R - Part 5 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 23 - Understanding Multicollinearity |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 24 - Ill-Posed Problem and Regularisation, LASSO and Risdge |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 25 - Hands-on with Python - Part 3 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 26 - Time Series Forecasting with Regression Model |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 27 - Hands on with R - Part 6 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 28 - Granger Causal model |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 29 - Hands on with R - Part 7 |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 30 - Capital Asset Pricing Model |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 31 - Hands on with R for CAPM |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 32 - Bootstrap Regression |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 33 - Hands on with R for Bootstrap Regression |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 34 - Hands on with Python: Handle multicollinearity with Ridge correction |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 35 - Hands on with Julia: Implemente Chennai Temperature Analysis with Julia and CRRao |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 36 - Introduction to logistic Regression |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 37 - Maximum Likelihood Estimate for Logistic Regression |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 38 - Hands on with R for Logistic Regression |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 39 - Hands on with R: Measure Time performance of R code |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 40 - Statistical Inference of Logistic Regression |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 41 - Hands on with R with Iris Dataset |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 42 - Multi-Class Classification with Discriminant Analysis |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 43 - Hands on with R: Implement LDA |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 44 - Effect of Feature Engineer in Logistic Regression |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 45 - Logistic Regression to Deep Learning Neural Network |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 46 - Hands on with R: Feature Engineer in Logistic Regression |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 47 - Generalised Linear Model |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 48 - Hands on with R: Poisson Regression with Football Data |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 49 - Gaussian Process Regression |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 50 - Hands on with R: Implement GP Regression from scratch |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 51 - Tree Structured Regression |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 52 - Hands on with R: Implement Tree Regression and Random Forest with Simulated Data |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 53 - Hands on with R: Implement Tree Regression and Random Forest with EPL football Data |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 54 - Hands on with Python : Analysis of Bangalore House Price Data |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 55 - Hands on with R: Prediction of Bangalore House Price |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 56 - Hands on with R: More Prediction of Bangalore House Price |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 57 - Hands on with R: Some Correction with Bangalore House Price Data Prediction |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 58 - Hands on with R: Classify fake bank note with GLM |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 59 - Hands on with R: Dynamic Pricing with Cheese Data |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 60 - Hands on with Julia - Bayesian Logistic Regression with Horse Shoe Prior - Genetic Data Analysis |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 61 - Hands on with Julia - Bayesian Poisson Regression with Horse Shoe Prior English Premier League Data |
Link |
NOC:Predictive Analytics - Regression and Classification |
Lecture 62 - Why Julia is Future for Data Science Projects ? |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 63 - Concluding Remarks |
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NOC:Predictive Analytics - Regression and Classification |
Lecture 64 - Course Review |
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NOC:Introduction to Algebraic Geometry |
Lecture 1 - Commutative Algebra - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 2 - Commutative Algebra - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 3 - Commutative Algebra - Part 3 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 4 - Commutative Algebra - Part 4 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 5 - Commutative Algebra - Part 5 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 6 - Tutorial 1 : Cayley-Hamilton Theorem, Nakayama's Lemma |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 7 - Commutative Algebra - Part 6 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 8 - Commutative Algebra - Part 7 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 9 - Commutative Algebra - Part 8 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 10 - Affine Algebraic Sets - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 11 - Affine Algebraic Sets - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 12 - Tutorial 2 : Noether Normalization Lemma,Some Important Results in Dimension Theory |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 13 - Regular Morphisms |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 14 - Abstract Algebraic Sets |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 15 - Zariski Topology on Affine Space |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 16 - Irreducible Affine Algebraic Sets |
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NOC:Introduction to Algebraic Geometry |
Lecture 17 - Ring of Regular Functions |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 18 - Projective Space |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 19 - Tutorial 3 : Some Applications of Dimension Theory |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 20 - Zariski Topology on Projective Space |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 21 - Affine Open Cover of Projective Space |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 22 - Projective and Quasi-Projective Varieties |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 23 - Regular Functions on Quasi-Projective Varieties |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 24 - Presheaves and Sheaves |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 25 - Morphism of Presheaves/Sheaves |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 26 - Tutorial 4 : More Applications of Dimension Theory |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 27 - A Brief Overview of Sheaf Theory - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 28 - A Brief Overview of Sheaf Theory - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 29 - A Brief Overview of Sheaf Theory - Part 3 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 30 - Prevarieties |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 31 - Sheaf of Regular Functions |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 32 - Ring of Germs of Regular Functions at a point, Field of Rational Functions |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 33 - Tutorial 5 : Sheafification |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 34 - Ring of Regular Functions, Local Ring at a Point,and Field of Rational Functions of an AffineVariety |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 35 - Equivalence of Categories of the Category of Affine Varieties over a Field k and the Category |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 36 - Equivalence of Categories of the Category of Affine Varieties over a Field k (Continued...) |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 37 - Some Examples, Open Immersions and Closed Immersions |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 38 - Product of Quasi-affine Varieties |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 39 - Diagonal Morphisms, Abstract Varieties |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 40 - Tutorial 6 : Normal Varieties and Normalization of a Variety |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 41 - Projective Varieties Revisited - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 42 - Projective Varieties Revisited - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 43 - Global Regular Functions on ProjectiveVarieties are Constants - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 44 - Global Regular Functions on ProjectiveVarieties are Constants - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 45 - Product of Prevarieties - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 46 - Product of Prevarieties - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 47 - Tutorial 7 : A Result on Tensor Products of k-algebras |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 48 - Morphisms of Prevarieties - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 49 - Morphisms of Prevarieties - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 50 - Finite Morphisms - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 51 - Finite Morphisms - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 52 - Fiber Products |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 53 - Tutorial 8 : Finite Morphisms |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 54 - Immersions |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 55 - Fiber Products, Separatedness |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 56 - Criterion of Separatedness |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 57 - Proper Morphisms and Complete Varieties |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 58 - Tutorial 9 : Closed Immersions and Graph of a Morphism |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 59 - Projective Varieties are Complete |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 60 - Zariski Tangent Space, Singular and Nonsingular Points |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 61 - Smooth Points Form a Non-empty Open Subset |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 62 - Blow-Ups, Rational Maps and Birational Maps |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 63 - Tutorial 10 : Zariski Tangent Space at a Point of an Affine Variety |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 64 - Blow-Ups (Continued...) |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 65 - Smooth Morphisms |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 66 - Bertini's Theorem |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 67 - Sard's Theorem |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 68 - Tutorial 11 : Dimension of fiber of a morphism |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 69 - Introduction to Affine Schemes - Spectrum of a Ring |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 70 - Introduction to Affine Schemes - Topology on Spec A |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 71 - Introduction to Affine Schemes - Topology on Spec A (Continued...) |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 72 - Introduction to Affine Schemes - Sheaf Structure on Spec A |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 73 - Abstract Non-singular Curves - Part 1 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 74 - Abstract Non-singular Curves - Part 2 |
Link |
NOC:Introduction to Algebraic Geometry |
Lecture 75 - Tutorial 12 : Extension of Regular Functions |
Link |
NOC:Introduction to Statistics |
Lecture 1 - Types of variables |
Link |
NOC:Introduction to Statistics |
Lecture 2 - Types of studies |
Link |
NOC:Introduction to Statistics |
Lecture 3 - Types of sampling strategies |
Link |
NOC:Introduction to Statistics |
Lecture 4 - Python - Session 1 |
Link |
NOC:Introduction to Statistics |
Lecture 5 - Python - Session 2 |
Link |
NOC:Introduction to Statistics |
Lecture 6 - Summary measures of categorical and numerical variables |
Link |
NOC:Introduction to Statistics |
Lecture 7 - Measures of Dispersion |
Link |
NOC:Introduction to Statistics |
Lecture 8 - Measures of Skewness |
Link |
NOC:Introduction to Statistics |
Lecture 9 - Python - Session 3 |
Link |
NOC:Introduction to Statistics |
Lecture 10 - Python - Session 4 |
Link |
NOC:Introduction to Statistics |
Lecture 11 - Visualizing categorical and numerical data |
Link |
NOC:Introduction to Statistics |
Lecture 12 - Visualizing numerical data |
Link |
NOC:Introduction to Statistics |
Lecture 13 - Python - Session 5 |
Link |
NOC:Introduction to Statistics |
Lecture 14 - Python - Session 6 |
Link |
NOC:Introduction to Statistics |
Lecture 15 - Python - Session 7 |
Link |
NOC:Introduction to Statistics |
Lecture 16 - Sampling distribution of sample mean |
Link |
NOC:Introduction to Statistics |
Lecture 17 - Central Limit Theorem |
Link |
NOC:Introduction to Statistics |
Lecture 18 - Sampling distribution of sample variance and proportion |
Link |
NOC:Introduction to Statistics |
Lecture 19 - Python - Session 8 |
Link |
NOC:Introduction to Statistics |
Lecture 20 - Python - Session 9 |
Link |
NOC:Introduction to Statistics |
Lecture 21 - Sampling distribution of difference of sample means - Part 1 |
Link |
NOC:Introduction to Statistics |
Lecture 22 - Sampling distribution of difference of sample means - Part 2 |
Link |
NOC:Introduction to Statistics |
Lecture 23 - Sampling distribution of ratio of sample variances and difference of sample proportions |
Link |
NOC:Introduction to Statistics |
Lecture 24 - Python - Session 10 |
Link |
NOC:Introduction to Statistics |
Lecture 25 - Python - Session 11 |
Link |
NOC:Introduction to Statistics |
Lecture 26 - Point estimation - Part 1 |
Link |
NOC:Introduction to Statistics |
Lecture 27 - Point estimation - Part 2 |
Link |
NOC:Introduction to Statistics |
Lecture 28 - Point estimation - Part 3 |
Link |
NOC:Introduction to Statistics |
Lecture 29 - Python - Session 12 |
Link |
NOC:Introduction to Statistics |
Lecture 30 - Python - Session 13 |
Link |
NOC:Introduction to Statistics |
Lecture 31 - Unbiased estimation |
Link |
NOC:Introduction to Statistics |
Lecture 32 - EM algorithm - Part 1 |
Link |
NOC:Introduction to Statistics |
Lecture 33 - EM algorithm - Part 2 |
Link |
NOC:Introduction to Statistics |
Lecture 34 - Python - Session 14 |
Link |
NOC:Introduction to Statistics |
Lecture 35 - Python - Session 15 |
Link |
NOC:Introduction to Statistics |
Lecture 36 - Hypothesis Testing - Part 1 |
Link |
NOC:Introduction to Statistics |
Lecture 37 - Hypothesis Testing - Part 2 |
Link |
NOC:Introduction to Statistics |
Lecture 38 - Hypothesis Testing - Part 3 |
Link |
NOC:Introduction to Statistics |
Lecture 39 - Python - Session 16 |
Link |
NOC:Introduction to Statistics |
Lecture 40 - Python - Session 17 |
Link |
NOC:Introduction to Statistics |
Lecture 41 - Hypothesis Testing for two sample problem - Part 1 |
Link |
NOC:Introduction to Statistics |
Lecture 42 - Hypothesis Testing for two sample problem - Part 2 |
Link |
NOC:Introduction to Statistics |
Lecture 43 - Hypothesis Testing for two sample problem - Part 3 |
Link |
NOC:Introduction to Statistics |
Lecture 44 - Python - Session 18 |
Link |
NOC:Introduction to Statistics |
Lecture 45 - Python - Session 19 |
Link |
NOC:Introduction to Statistics |
Lecture 46 - Bootstrap Hypothesis Testing - Part 1 |
Link |
NOC:Introduction to Statistics |
Lecture 47 - Python - Session 20 |
Link |
NOC:Introduction to Statistics |
Lecture 48 - Python - Session 21 |
Link |
NOC:Introduction to Statistics |
Lecture 49 - Bootstrap Hypothesis Testing - Part 2 |
Link |
NOC:Introduction to Statistics |
Lecture 50 - Python - Session 22 |
Link |
NOC:Introduction to Statistics |
Lecture 51 - Confidence Interval Estimation - Part 1 |
Link |
NOC:Introduction to Statistics |
Lecture 52 - Confidence Interval Estimation - Part 2 |
Link |
NOC:Introduction to Statistics |
Lecture 53 - Confidence Interval Estimation - Part 3 |
Link |
NOC:Introduction to Statistics |
Lecture 54 - Python - Session 23 |
Link |
NOC:Introduction to Statistics |
Lecture 55 - Python - Session 24 |
Link |
NOC:Introduction to Statistics |
Lecture 56 - Confidence interval for two sample problem |
Link |
NOC:Introduction to Statistics |
Lecture 57 - Python - Session 25 |
Link |
NOC:Introduction to Statistics |
Lecture 58 - Bootstrap Confidence Interval |
Link |
NOC:Introduction to Statistics |
Lecture 59 - Python - Session 26 |
Link |
NOC:Introduction to Statistics |
Lecture 60 - Python - Session 27 |
Link |
NOC:Probability Theory for Data Science |
Lecture 1 - Introduction |
Link |
NOC:Probability Theory for Data Science |
Lecture 2 - Sample Space and Events |
Link |
NOC:Probability Theory for Data Science |
Lecture 3 - Special Events and Various Approaches to Defining Probability |
Link |
NOC:Probability Theory for Data Science |
Lecture 4 - Important Theorems |
Link |
NOC:Probability Theory for Data Science |
Lecture 5 - Numerical Examples and Introduction to Conditional Probability |
Link |
NOC:Probability Theory for Data Science |
Lecture 6 - Definition of Conditional Probability and Independence |
Link |
NOC:Probability Theory for Data Science |
Lecture 7 - Bayes' Theorem |
Link |
NOC:Probability Theory for Data Science |
Lecture 8 - Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 9 - Events Defined by a Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 10 - Cumulative Distribution Function |
Link |
NOC:Probability Theory for Data Science |
Lecture 11 - Properties of the Cumulative Distribution Function and Discrete Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 12 - Probability Mass Function |
Link |
NOC:Probability Theory for Data Science |
Lecture 13 - Continuous Random Variable and Probability Density Function |
Link |
NOC:Probability Theory for Data Science |
Lecture 14 - Numerical Examples |
Link |
NOC:Probability Theory for Data Science |
Lecture 15 - Moments |
Link |
NOC:Probability Theory for Data Science |
Lecture 16 - Higher Order Moments and Variance of a Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 17 - Numerical Examples of Moments and Bernoulli Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 18 - Binomial Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 19 - Applications of Binomial Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 20 - Poisson Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 21 - Applications of Poisson Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 22 - Numerical Examples of Poisson Distribution and Uniform Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 23 - Application of Uniform Distribution and Exponential Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 24 - Applications of Exponential Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 25 - Memoryless Property and Gamma Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 26 - Example of Gamma Distribution and Normal Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 27 - Properties of Normal Distributions |
Link |
NOC:Probability Theory for Data Science |
Lecture 28 - Numerical Examples of Normal Distributions |
Link |
NOC:Probability Theory for Data Science |
Lecture 29 - Applications of Normal Distributions and Conditional Distribution Function |
Link |
NOC:Probability Theory for Data Science |
Lecture 30 - Examples of Conditional Distribution Function and Bivariate Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 31 - Example of Bivariate Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 32 - Properties of the Joint Cumulative Distribution Function of a Bivariate Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 33 - Independence Between Two Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 34 - Examples of Joint Cumulative Distribution Functions, Marginals, and Independence |
Link |
NOC:Probability Theory for Data Science |
Lecture 35 - Joint Probability Mass Function, Marginal Probability Mass Function, Examples |
Link |
NOC:Probability Theory for Data Science |
Lecture 36 - Numerical Examples on Bivariate Discrete Random Variables and the Concept of Joint Probability |
Link |
NOC:Probability Theory for Data Science |
Lecture 37 - Marginal Probability Density Function, Independence, and Examples |
Link |
NOC:Probability Theory for Data Science |
Lecture 38 - Numerical Examples on Probability Density Function |
Link |
NOC:Probability Theory for Data Science |
Lecture 39 - Conditional Probability Mass Function |
Link |
NOC:Probability Theory for Data Science |
Lecture 40 - Conditional Probability Density Function |
Link |
NOC:Probability Theory for Data Science |
Lecture 41 - Moments for Bivariate Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 42 - Association Between Two Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 43 - Numerical Examples on Moments for Bivariate Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 44 - Conditional Mean and Variance for Discrete Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 45 - Conditional Mean and Variance for Continuous Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 46 - Numerical Examples on Conditional Mean and Variance |
Link |
NOC:Probability Theory for Data Science |
Lecture 47 - Multivariate Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 48 - Multivariate Probability Density Function and Independence |
Link |
NOC:Probability Theory for Data Science |
Lecture 49 - Moments of a Multivariate Random Variable |
Link |
NOC:Probability Theory for Data Science |
Lecture 50 - Numerical Examples on Joint Probability Mass Functions |
Link |
NOC:Probability Theory for Data Science |
Lecture 51 - Numerical Examples on Joint Probability Density Functions |
Link |
NOC:Probability Theory for Data Science |
Lecture 52 - Multinomial Distribution and Multivariate Normal Distribution |
Link |
NOC:Probability Theory for Data Science |
Lecture 53 - Transformation of Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 54 - Theorem on Transformation of Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 55 - Transformation of Multivariate Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 56 - Examples of Transformation of Bivariate Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 57 - Convolution and Example on Transformation of n-variate Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 58 - Transformation of Discrete Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 59 - Moment Generating Functions |
Link |
NOC:Probability Theory for Data Science |
Lecture 60 - Example of Moment Generating Functions |
Link |
NOC:Probability Theory for Data Science |
Lecture 61 - Moment Generating Functions for the Transformation of Random Variables |
Link |
NOC:Probability Theory for Data Science |
Lecture 62 - Chebyshev's Inequality |
Link |
NOC:Probability Theory for Data Science |
Lecture 63 - Notions of Convergence, Law of Large Numbers, and the Central Limit Theorem |
Link |
Discrete Mathematics |
Lecture 1 - Introduction to the theory of sets |
Link |
Discrete Mathematics |
Lecture 2 - Set operation and laws of set operation |
Link |
Discrete Mathematics |
Lecture 3 - The principle of inclusion and exclusion |
Link |
Discrete Mathematics |
Lecture 4 - Application of the principle of inclusion and exclusion |
Link |
Discrete Mathematics |
Lecture 5 - Fundamentals of logic |
Link |
Discrete Mathematics |
Lecture 6 - Logical Inferences |
Link |
Discrete Mathematics |
Lecture 7 - Methods of proof of an implication |
Link |
Discrete Mathematics |
Lecture 8 - First order logic (1) |
Link |
Discrete Mathematics |
Lecture 9 - First order logic (2) |
Link |
Discrete Mathematics |
Lecture 10 - Rules of influence for quantified propositions |
Link |
Discrete Mathematics |
Lecture 11 - Mathematical Induction (1) |
Link |
Discrete Mathematics |
Lecture 12 - Mathematical Induction (2) |
Link |
Discrete Mathematics |
Lecture 13 - Sample space, events |
Link |
Discrete Mathematics |
Lecture 14 - Probability, conditional probability |
Link |
Discrete Mathematics |
Lecture 15 - Independent events, Bayes theorem |
Link |
Discrete Mathematics |
Lecture 16 - Information and mutual information |
Link |
Discrete Mathematics |
Lecture 17 - Basic definition |
Link |
Discrete Mathematics |
Lecture 18 - Isomorphism and sub graphs |
Link |
Discrete Mathematics |
Lecture 19 - Walks, paths and circuits operations on graphs |
Link |
Discrete Mathematics |
Lecture 20 - Euler graphs, Hamiltonian circuits |
Link |
Discrete Mathematics |
Lecture 21 - Shortest path problem |
Link |
Discrete Mathematics |
Lecture 22 - Planar graphs |
Link |
Discrete Mathematics |
Lecture 23 - Basic definition |
Link |
Discrete Mathematics |
Lecture 24 - Properties of relations |
Link |
Discrete Mathematics |
Lecture 25 - Graph of relations |
Link |
Discrete Mathematics |
Lecture 26 - Matrix of relation |
Link |
Discrete Mathematics |
Lecture 27 - Closure of relaton (1) |
Link |
Discrete Mathematics |
Lecture 28 - Closure of relaton (2) |
Link |
Discrete Mathematics |
Lecture 29 - Warshall's algorithm |
Link |
Discrete Mathematics |
Lecture 30 - Partially ordered relation |
Link |
Discrete Mathematics |
Lecture 31 - Partially ordered sets |
Link |
Discrete Mathematics |
Lecture 32 - Lattices |
Link |
Discrete Mathematics |
Lecture 33 - Boolean algebra |
Link |
Discrete Mathematics |
Lecture 34 - Boolean function (1) |
Link |
Discrete Mathematics |
Lecture 35 - Boolean function (2) |
Link |
Discrete Mathematics |
Lecture 36 - Discrete numeric function |
Link |
Discrete Mathematics |
Lecture 37 - Generating function |
Link |
Discrete Mathematics |
Lecture 38 - Introduction to recurrence relations |
Link |
Discrete Mathematics |
Lecture 39 - Second order recurrence relation with constant coefficients (1) |
Link |
Discrete Mathematics |
Lecture 40 - Second order recurrence relation with constant coefficients (2) |
Link |
Discrete Mathematics |
Lecture 41 - Application of recurrence relation |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 1 - Introduction to linear differential equations |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 2 - Linear dependence, independence and Wronskian of functions |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 3 - Solution of second-order homogenous linear differential equations with constant coefficients - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 4 - Solution of second-order homogenous linear differential equations with constant coefficients - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 5 - Method of undetermined coefficients |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 6 - Methods for finding Particular Integral for second-order linear differential equations with constant coefficients - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 7 - Methods for finding Particular Integral for second-order linear differential equations with constant coefficients - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 8 - Methods for finding Particular Integral for second-order linear differential equations with constant coefficients - III |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 9 - Euler-Cauchy equations |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 10 - Method of reduction for second-order linear differential equations |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 11 - Method of variation of parameters |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 12 - Solution of second order differential equations by changing dependent variable |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 13 - Solution of second order differential equations by changing independent variable |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 14 - Solution of higher-order homogenous linear differential equations with constant coefficients |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 15 - Methods for finding Particular Integral for higher-order linear differential equations |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 16 - Formulation of Partial differential equations |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 17 - Solution of Lagranges equation - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 18 - Solution of Lagranges equation - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 19 - Solution of first order nonlinear equations - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 20 - Solution of first order nonlinear equations - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 21 - Solution of first order nonlinear equations - III |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 22 - Solution of first order nonlinear equations - IV |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 23 - Introduction to Laplace transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 24 - Laplace transforms of some standard functions |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 25 - Existence theorem for Laplace transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 26 - Properties of Laplace transforms - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 27 - Properties of Laplace transforms - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 28 - Properties of Laplace transforms - III |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 29 - Properties of Laplace transforms - IV |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 30 - Convolution theorem for Laplace transforms - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 31 - Convolution theorem for Laplace transforms - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 32 - Initial and final value theorems for Laplace transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 33 - Laplace transforms of periodic functions |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 34 - Laplace transforms of Heaviside unit step function |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 35 - Laplace transforms of Dirac delta function |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 36 - Applications of Laplace transforms - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 37 - Applications of Laplace transforms - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 38 - Applications of Laplace transforms - III |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 39 - Ztransform and inverse Z-transform of elementary functions |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 40 - Properties of Z-transforms - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 41 - Properties of Z-transforms - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 42 - Initial and final value theorem for Z-transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 43 - Convolution theorem for Z-transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 44 - Applications of Z-transforms - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 45 - Applications of Z-transforms - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 46 - Applications of Z-transforms - III |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 47 - Fourier series and its convergence - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 48 - Fourier series and its convergence - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 49 - Fourier series of even and odd functions |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 50 - Fourier half-range series |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 51 - Parsevels Identity |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 52 - Complex form of Fourier series |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 53 - Fourier integrals |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 54 - Fourier sine and cosine integrals |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 55 - Fourier transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 56 - Fourier sine and cosine transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 57 - Convolution theorem for Fourier transforms |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 58 - Applications of Fourier transforms to BVP - I |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 59 - Applications of Fourier transforms to BVP - II |
Link |
NOC:Mathematical Methods and its Applications |
Lecture 60 - Applications of Fourier transforms to BVP - III |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 1 - Definition and classification of linear integral equations |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 2 - Conversion of IVP into integral equations |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 3 - Conversion of BVP into an integral equations |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 4 - Conversion of integral equations into differential equations |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 5 - Integro-differential equations |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 6 - Fredholm integral equation with separable kernel: Theory |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 7 - Fredholm integral equation with separable kernel: Examples |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 8 - Solution of integral equations by successive substitutions |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 9 - Solution of integral equations by successive approximations |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 10 - Solution of integral equations by successive approximations: Resolvent kernel |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 11 - Fredholm integral equations with symmetric kernels: Properties of eigenvalues and eigenfunctions |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 12 - Fredholm integral equations with symmetric kernels: Hilbert Schmidt theory |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 13 - Fredholm integral equations with symmetric kernels: Examples |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 14 - Construction of Green function - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 15 - Construction of Green function - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 16 - Green function for self adjoint linear differential equations |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 17 - Green function for non-homogeneous boundary value problem |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 18 - Fredholm alternative theorem - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 19 - Fredholm alternative theorem - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 20 - Fredholm method of solutions |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 21 - Classical Fredholm theory: Fredholm first theorem - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 22 - Classical Fredholm theory: Fredholm first theorem - II |
Link |
NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 23 - Classical Fredholm theory: Fredholm second theorem and third theorem |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 24 - Method of successive approximations |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 25 - Neumann series and resolvent kernels - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 26 - Neumann series and resolvent kernels - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 27 - Equations with convolution type kernels - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 28 - Equations with convolution type kernels - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 29 - Singular integral equations - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 30 - Singular integral equations - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 31 - Cauchy type integral equations - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 32 - Cauchy type integral equations - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 33 - Cauchy type integral equations - III |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 34 - Cauchy type integral equations - IV |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 35 - Cauchy type integral equations - V |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 36 - Solution of integral equations using Fourier transform |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 37 - Solution of integral equations using Hilbert transform - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 38 - Solution of integral equations using Hilbert transform - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 39 - Calculus of variations: Introduction |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 40 - Calculus of variations: Basic concepts - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 41 - Calculus of variations: Basic concepts - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 42 - Calculus of variations: Basic concepts and Euler equation |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 43 - Euler equation: Some particular cases |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 44 - Euler equation : A particular case and Geodesics |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 45 - Brachistochrone problem and Euler equation - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 46 - Euler's equation - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 47 - Functions of several independent variables |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 48 - Variational problems in parametric form |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 49 - Variational problems of general type |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 50 - Variational derivative and invariance of Euler's equation |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 51 - Invariance of Euler's equation and isoperimetric problem - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 52 - Isoperimetric problem - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 53 - Variational problem involving a conditional extremum - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 54 - Variational problem involving a conditional extremum - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 55 - Variational problems with moving boundaries - I |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 56 - Variational problems with moving boundaries - II |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 57 - Variational problems with moving boundaries - III |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 58 - Variational problems with moving boundaries; One sided variation |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 59 - Variational problem with a movable boundary for a functional dependent on two functions |
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NOC:Integral Equations, Calculus of Variations and its Applications |
Lecture 60 - Hamilton's principle: Variational principle of least action |
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NOC:Nonlinear Programming |
Lecture 1 - Convex Sets and Functions |
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NOC:Nonlinear Programming |
Lecture 2 - Properties of Convex Functions - I |
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NOC:Nonlinear Programming |
Lecture 3 - Properties of Convex Functions - II |
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NOC:Nonlinear Programming |
Lecture 4 - Properties of Convex Functions- III |
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NOC:Nonlinear Programming |
Lecture 5 - Convex Programming Problems |
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NOC:Nonlinear Programming |
Lecture 6 - KKT optimality conditions |
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NOC:Nonlinear Programming |
Lecture 7 - Quadratic Programming Problems - I |
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NOC:Nonlinear Programming |
Lecture 8 - Quadratic Programming Problems - II |
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NOC:Nonlinear Programming |
Lecture 9 - Separable Programming - I |
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NOC:Nonlinear Programming |
Lecture 10 - Separable Programming - II |
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NOC:Nonlinear Programming |
Lecture 11 - Geometric Programming - I |
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NOC:Nonlinear Programming |
Lecture 12 - Geometric Programming - II |
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NOC:Nonlinear Programming |
Lecture 13 - Geometric Programming - III |
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NOC:Nonlinear Programming |
Lecture 14 - Dynamic Programming - I |
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NOC:Nonlinear Programming |
Lecture 15 - Dynamic Programming - II |
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NOC:Nonlinear Programming |
Lecture 16 - Dynamic programming approach to find shortest path in any network |
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NOC:Nonlinear Programming |
Lecture 17 - Dynamic Programming - IV |
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NOC:Nonlinear Programming |
Lecture 18 - Search Techniques - I |
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NOC:Nonlinear Programming |
Lecture 19 - Search Techniques - II |
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NOC:Nonlinear Programming |
Lecture 20 - Search Techniques - III |
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NOC:Numerical Methods |
Lecture 1 - Introduction to error analysis and linear systems |
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NOC:Numerical Methods |
Lecture 2 - Gaussian elimination with Partial pivoting |
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NOC:Numerical Methods |
Lecture 3 - LU decomposition |
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NOC:Numerical Methods |
Lecture 4 - Jacobi and Gauss Seidel methods |
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NOC:Numerical Methods |
Lecture 5 - Iterative methods-II |
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NOC:Numerical Methods |
Lecture 6 - Introduction to Non-linear equations and Bisection method |
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NOC:Numerical Methods |
Lecture 7 - Regula Falsi and Secant methods |
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NOC:Numerical Methods |
Lecture 8 - Newton-Raphson method |
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NOC:Numerical Methods |
Lecture 9 - Fixed point iteration method |
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NOC:Numerical Methods |
Lecture 10 - System of Nonlinear equations |
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NOC:Numerical Methods |
Lecture 11 - Introduction to Eigenvalues and Eigenvectors |
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NOC:Numerical Methods |
Lecture 12 - Similarity Transformations and Gershgorin Theorem |
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NOC:Numerical Methods |
Lecture 13 - Jacobi's Method for Computing Eigenvalues |
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NOC:Numerical Methods |
Lecture 14 - Power Method |
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NOC:Numerical Methods |
Lecture 15 - Inverse Power Method |
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NOC:Numerical Methods |
Lecture 16 - Interpolation - Part I (Introduction to Interpolation) |
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NOC:Numerical Methods |
Lecture 17 - Interpolation - Part II ( Some basic operators and their properties) |
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NOC:Numerical Methods |
Lecture 18 - Interpolation - Part III (Newton’s Forward/ Backward difference and derivation of general error) |
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NOC:Numerical Methods |
Lecture 19 - Interpolation - Part IV (Error in approximating a function by a polynomial using Newton’s Forward and Backward difference formula) |
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NOC:Numerical Methods |
Lecture 20 - Interpolation - Part V (Solving problems using Newton's Forward and Backward difference formula) |
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NOC:Numerical Methods |
Lecture 21 - Interpolation - Part VI (Central difference formula) |
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NOC:Numerical Methods |
Lecture 22 - Interpolation - Part VII (Lagrange interpolation formula with examples) |
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NOC:Numerical Methods |
Lecture 23 - Interpolation - Part VIII (Divided difference interpolation with examples) |
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NOC:Numerical Methods |
Lecture 24 - Interpolation - Part IX (Hermite's interpolation with examples) |
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NOC:Numerical Methods |
Lecture 25 - Numerical differentiation - Part I (Introduction to numerical differentiation by interpolation formula) |
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NOC:Numerical Methods |
Lecture 26 - Numerical differentiation - Part II (Numerical differentiation based on Lagrange’s interpolation with examples) |
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NOC:Numerical Methods |
Lecture 27 - Numerical differentiation - Part III (Numerical differentiation based on Divided difference formula with examples) |
Link |
NOC:Numerical Methods |
Lecture 28 - Numerical differentiation - Part IV (Maxima and minima of a tabulated function and differentiation errors) |
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NOC:Numerical Methods |
Lecture 29 - Numerical differentiation - Part V (Differentiation based on finite difference operators) |
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NOC:Numerical Methods |
Lecture 30 - Numerical differentiation - Part VI (Method of undetermined coefficients and Derivatives with unequal intervals) |
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NOC:Numerical Methods |
Lecture 31 - Numerical Integration - Part I (Methodology of Numerical Integration and Rectangular rule ) |
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NOC:Numerical Methods |
Lecture 32 - Numerical Integration - Part II (Quadrature formula and Trapezoidal rule with associated errors)merical Integration Part-I (Methodology of Numerical Integration and Rectangular rule ) |
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NOC:Numerical Methods |
Lecture 33 - Numerical Integration - Part III (Simpsons 1/3rd rule with associated errors) |
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NOC:Numerical Methods |
Lecture 34 - Numerical Integration - Part IV (Composite Simpsons 1/3rd rule and Simpsons 3/8th rule with examples) |
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NOC:Numerical Methods |
Lecture 35 - Numerical Integration - Part V (Gauss Legendre 2-point and 3-point formula with examples) |
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NOC:Numerical Methods |
Lecture 36 - Introduction to Ordinary Differential equations |
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NOC:Numerical Methods |
Lecture 37 - Numerical methods for ODE-1 |
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NOC:Numerical Methods |
Lecture 38 - Numerical Methods - II |
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NOC:Numerical Methods |
Lecture 39 - R-K Methods for solving ODEs |
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NOC:Numerical Methods |
Lecture 40 - Multi-step Method for solving ODEs |
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NOC:Numerical Linear Algebra |
Lecture 1 - Matrix Operations and Types of Matrices |
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NOC:Numerical Linear Algebra |
Lecture 2 - Determinant of a Matrix |
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NOC:Numerical Linear Algebra |
Lecture 3 - Rank of a Matrix |
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NOC:Numerical Linear Algebra |
Lecture 4 - Vector Space - I |
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NOC:Numerical Linear Algebra |
Lecture 5 - Vector Space - II |
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NOC:Numerical Linear Algebra |
Lecture 6 - Linear dependence and independence |
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NOC:Numerical Linear Algebra |
Lecture 7 - Bases and Dimension - I |
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NOC:Numerical Linear Algebra |
Lecture 8 - Bases and Dimension - II |
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NOC:Numerical Linear Algebra |
Lecture 9 - Linear Transformation - I |
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NOC:Numerical Linear Algebra |
Lecture 10 - Linear Transformation - II |
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NOC:Numerical Linear Algebra |
Lecture 11 - Orthogonal Subspaces |
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NOC:Numerical Linear Algebra |
Lecture 12 - Row Space, Column Space and Null Space |
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NOC:Numerical Linear Algebra |
Lecture 13 - Eigen Values and Eigen Vectors - I |
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NOC:Numerical Linear Algebra |
Lecture 14 - Eigen Values and Eigen Vectors - II |
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NOC:Numerical Linear Algebra |
Lecture 15 - Diagonalizable Matrices |
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NOC:Numerical Linear Algebra |
Lecture 16 - Orthogonal Sets |
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NOC:Numerical Linear Algebra |
Lecture 17 - Gram Schmidt ortthogonalization and orthogonal bases |
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NOC:Numerical Linear Algebra |
Lecture 18 - Introduction to Matlab |
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NOC:Numerical Linear Algebra |
Lecture 19 - Sign Integer Representation |
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NOC:Numerical Linear Algebra |
Lecture 20 - Computer Representation of Numbers |
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NOC:Numerical Linear Algebra |
Lecture 21 - Floating Point Representation |
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NOC:Numerical Linear Algebra |
Lecture 22 - Round-off Error |
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NOC:Numerical Linear Algebra |
Lecture 23 - Error Propagation in Computer Arithmetic |
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NOC:Numerical Linear Algebra |
Lecture 24 - Addition and Multiplication of Floating Point Numbers |
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NOC:Numerical Linear Algebra |
Lecture 25 - Conditioning and Condition Numbers - I |
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NOC:Numerical Linear Algebra |
Lecture 26 - Conditioning and Condition Numbers - II |
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NOC:Numerical Linear Algebra |
Lecture 27 - Stability of Numerical Algorithms - I |
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NOC:Numerical Linear Algebra |
Lecture 28 - Stability of Numerical Algorithms - II |
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NOC:Numerical Linear Algebra |
Lecture 29 - Vector Norms - I |
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NOC:Numerical Linear Algebra |
Lecture 30 - Vector Norms - II |
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NOC:Numerical Linear Algebra |
Lecture 31 - Matrix Norms - I |
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NOC:Numerical Linear Algebra |
Lecture 32 - Matrix Norms - II |
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NOC:Numerical Linear Algebra |
Lecture 33 - Convergent Matrices - I |
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NOC:Numerical Linear Algebra |
Lecture 34 - Convergent Matrices - II |
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NOC:Numerical Linear Algebra |
Lecture 35 - Stability of non linear system |
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NOC:Numerical Linear Algebra |
Lecture 36 - Condition number of a matrix: Elementary Properties |
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NOC:Numerical Linear Algebra |
Lecture 37 - Sensitivity Analysis - I |
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NOC:Numerical Linear Algebra |
Lecture 38 - Sensitivity Analysis - II |
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NOC:Numerical Linear Algebra |
Lecture 39 - Residual Theorem |
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NOC:Numerical Linear Algebra |
Lecture 40 - Nearness to Singularity |
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NOC:Numerical Linear Algebra |
Lecture 41 - Estimation of the Condition Number |
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NOC:Numerical Linear Algebra |
Lecture 42 - Singular value decomposition of a matrix - I |
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NOC:Numerical Linear Algebra |
Lecture 43 - Singular value decomposition of a matrix - II |
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NOC:Numerical Linear Algebra |
Lecture 44 - Orthonormal Projections |
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NOC:Numerical Linear Algebra |
Lecture 45 - Algebraic and geometric properties of SVD |
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NOC:Numerical Linear Algebra |
Lecture 46 - SVD and their applications |
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NOC:Numerical Linear Algebra |
Lecture 47 - Perturbation theorem for singular values |
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NOC:Numerical Linear Algebra |
Lecture 48 - Outer product expansion of a matrix |
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NOC:Numerical Linear Algebra |
Lecture 49 - Least square solutions - I |
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NOC:Numerical Linear Algebra |
Lecture 50 - Least square solutions - II |
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NOC:Numerical Linear Algebra |
Lecture 51 - Householder matrices |
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NOC:Numerical Linear Algebra |
Lecture 52 - Householder matrices and their applications |
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NOC:Numerical Linear Algebra |
Lecture 53 - Householder QR factorization - I |
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NOC:Numerical Linear Algebra |
Lecture 54 - Householder QR factorization - II |
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NOC:Numerical Linear Algebra |
Lecture 55 - Basic theorems on eigenvalues and QR method |
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NOC:Numerical Linear Algebra |
Lecture 56 - Power Method |
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NOC:Numerical Linear Algebra |
Lecture 57 - Rate of Convergence of Power Method |
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NOC:Numerical Linear Algebra |
Lecture 58 - Applications of Power Method with Shift |
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NOC:Numerical Linear Algebra |
Lecture 59 - Jacobi Method - I |
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NOC:Numerical Linear Algebra |
Lecture 60 - Jacobi Method - II |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 1 - Introduction to Numerical solutions |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 2 - Numerical Solution of ODE |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 3 - Numerical solution of PDE |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 4 - Finite difference approximation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 5 - Polynomial fitting and one-sided approximation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 6 - Solution of parabolic equation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 7 - Implicit and C-N scheme for solving 1D parabolic equation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 8 - Stability analysis of Explicit scheme for solving parabolic equation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 9 - Stability of Crank-Nicoloson's scheme |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 10 - Approximation of derivative boundary conditions |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 11 - Solution of two-dimensional parabolic equation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 12 - Solution of 2D parabolic equation using ADI scheme |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 13 - Solution of Elliptic Equation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 14 - Solution of Elliptic equation using SOR method |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 15 - Solution of Elliptic equation using ADI scheme |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 16 - Solution of Hyperbolic equation |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 17 - Stability analysis for Hyperbolic equations |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 18 - Characteristics of PDE |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 19 - Lax-Wendroff's method |
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NOC:Numerical Methods - Finite Difference Approach |
Lecture 20 - Wendroff's method |
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NOC:Multivariable Calculus |
Lecture 1 - Functions of several variables |
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NOC:Multivariable Calculus |
Lecture 2 - Limits for multivariable functions - I |
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NOC:Multivariable Calculus |
Lecture 3 - Limits for multivariable functions - II |
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NOC:Multivariable Calculus |
Lecture 4 - Continuity of multivariable functions |
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NOC:Multivariable Calculus |
Lecture 5 - Partial Derivatives - I |
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NOC:Multivariable Calculus |
Lecture 6 - Partial Derivatives - II |
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NOC:Multivariable Calculus |
Lecture 7 - Differentiability - I |
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NOC:Multivariable Calculus |
Lecture 8 - Differentiability - II |
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NOC:Multivariable Calculus |
Lecture 9 - Chain rule - I |
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NOC:Multivariable Calculus |
Lecture 10 - Chain rule - II |
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NOC:Multivariable Calculus |
Lecture 11 - Change of variables |
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NOC:Multivariable Calculus |
Lecture 12 - Euler’s theorem for homogeneous functions |
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NOC:Multivariable Calculus |
Lecture 13 - Tangent planes and Normal lines |
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NOC:Multivariable Calculus |
Lecture 14 - Extreme values - I |
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NOC:Multivariable Calculus |
Lecture 15 - Extreme values - II |
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NOC:Multivariable Calculus |
Lecture 16 - Lagrange multipliers |
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NOC:Multivariable Calculus |
Lecture 17 - Taylor’s theorem |
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NOC:Multivariable Calculus |
Lecture 18 - Error approximation |
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NOC:Multivariable Calculus |
Lecture 19 - Polar-curves |
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NOC:Multivariable Calculus |
Lecture 20 - Multiple Integrals |
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NOC:Multivariable Calculus |
Lecture 21 - Change Of Order Of Integration |
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NOC:Multivariable Calculus |
Lecture 22 - Change of Variables in Multiple Integral |
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NOC:Multivariable Calculus |
Lecture 23 - Introduction to Gamma Function |
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NOC:Multivariable Calculus |
Lecture 24 - Introduction to Beta Function |
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NOC:Multivariable Calculus |
Lecture 25 - Properties of Beta and Gamma Functions - I |
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NOC:Multivariable Calculus |
Lecture 26 - Properties of Beta and Gamma Functions - II |
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NOC:Multivariable Calculus |
Lecture 27 - Dirichlet's Integral |
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NOC:Multivariable Calculus |
Lecture 28 - Applications of Multiple Integrals |
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NOC:Multivariable Calculus |
Lecture 29 - Vector Differentiation |
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NOC:Multivariable Calculus |
Lecture 30 - Gradient of a Scalar Field and Directional Derivative |
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NOC:Multivariable Calculus |
Lecture 31 - Normal Vector and Potential field |
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NOC:Multivariable Calculus |
Lecture 32 - Gradient (Identities), Divergence and Curl (Identities) |
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NOC:Multivariable Calculus |
Lecture 33 - Some Identities on Divergence and Curl |
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NOC:Multivariable Calculus |
Lecture 34 - Line Integral (I) |
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NOC:Multivariable Calculus |
Lecture 35 - Applications of Line Integrals |
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NOC:Multivariable Calculus |
Lecture 36 - Green's Theorem |
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NOC:Multivariable Calculus |
Lecture 37 - Surface Area |
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NOC:Multivariable Calculus |
Lecture 38 - Surface Integral |
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NOC:Multivariable Calculus |
Lecture 39 - Divergence Theorem of Gauss |
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NOC:Multivariable Calculus |
Lecture 40 - Stoke's Theorem |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 1 - Introduction to differential equations - I |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 2 - Introduction to differential equations - II |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 3 - Existence and uniqueness of solutions of differential equations - I |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 4 - Existence and uniqueness of solutions of differential equations - II |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 5 - Existence and uniqueness of solutions of differential equations - III |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 6 - Existence and uniqueness of solutions of a system of differential equations |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 7 - Linear System |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 8 - Properties of Homogeneous Systems |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 9 - Solution of Homogeneous Linear System with Constant Coefficients - I |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 10 - Solution of Homogeneous Linear System with Constant Coefficients - II |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 11 - Solution of Homogeneous Linear System with Constant Coefficients - III |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 12 - Solution of Non-Homogeneous Linear System with Constant Coefficients |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 13 - Power Series |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 14 - Uniform Convergence of Power Series |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 15 - Power Series Solution of Second Order Homogeneous Equations |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 16 - Regular singular points - I |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 17 - Regular singular points - II |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 18 - Regular singular points - III |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 19 - Regular singular points - IV |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 20 - Regular singular points - V |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 21 - Critical points |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 22 - Stability of Linear Systems - I |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 23 - Stability of Linear Systems - II |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 24 - Stability of Linear Systems - III |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 25 - Critical Points and Paths of Non-linear Systems |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 26 - Boundary value problems for second order differential equations |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 27 - Self - adjoint Forms |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 28 - Sturm - Liouville problem and its properties |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 29 - Sturm - Liouville problem and its applications |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 30 - Green’s function and its applications - I |
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NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 31 - Green’s function and its applications - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 32 - Origins and Classification of First Order PDE |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 33 - Initial Value Problem for Quasi-linear First Order Equations |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 34 - Existence and Uniqueness of Solutions |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 35 - Surfaces orthogonal to a given system of surfaces |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 36 - Nonlinear PDE of first order |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 37 - Cauchy method of characteristics - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 38 - Cauchy method of characteristics - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 39 - Compatible systems of first order equations |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 40 - Charpit’s method - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 41 - Charpit’s method - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 42 - Second Order PDE with Variable Coefficients |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 43 - Classification and Canonical Form of Second Order PDE - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 44 - Classification and Canonical Form of Second Order PDE - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 45 - Classification and Characteristic Curves of Second Order PDEs |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 46 - Review of Integral Transforms - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 47 - Review of Integral Transforms - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 48 - Review of Integral Transforms - III |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 49 - Laplace Equation - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 50 - Laplace Equation - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 51 - Laplace Equation - III |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 52 - Laplace and Poisson Equations |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 53 - One dimensional wave equation and its solution - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 54 - One dimensional wave equation and its solution - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 55 - One dimensional wave equation and its solution - III |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 56 - Two dimensional wave equation and its solution - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 57 - Solution of non-homogeneous wave equation |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 58 - Solution of homogeneous diffusion equation - I |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 59 - Solution of homogeneous diffusion equation - II |
Link |
NOC:Ordinary and Partial Differential Equations and Applications |
Lecture 60 - Duhamel’s principle |
Link |
NOC:Matrix Analysis with Applications |
Lecture 1 - Elementary row operations |
Link |
NOC:Matrix Analysis with Applications |
Lecture 2 - Echelon form of a matrix |
Link |
NOC:Matrix Analysis with Applications |
Lecture 3 - Rank of a matrix |
Link |
NOC:Matrix Analysis with Applications |
Lecture 4 - System of Linear Equations - I |
Link |
NOC:Matrix Analysis with Applications |
Lecture 5 - System of Linear Equations - II |
Link |
NOC:Matrix Analysis with Applications |
Lecture 6 - Introduction to Vector Spaces |
Link |
NOC:Matrix Analysis with Applications |
Lecture 7 - Subspaces |
Link |
NOC:Matrix Analysis with Applications |
Lecture 8 - Basis and Dimension |
Link |
NOC:Matrix Analysis with Applications |
Lecture 9 - Linear Transformations |
Link |
NOC:Matrix Analysis with Applications |
Lecture 10 - Rank and Nullity |
Link |
NOC:Matrix Analysis with Applications |
Lecture 11 - Inverse of a Linear Transformation |
Link |
NOC:Matrix Analysis with Applications |
Lecture 12 - Matrix Associated with a LT |
Link |
NOC:Matrix Analysis with Applications |
Lecture 13 - Eigenvalues and Eigenvectors |
Link |
NOC:Matrix Analysis with Applications |
Lecture 14 - Cayley-Hamilton Theorem and Minimal Polynomial |
Link |
NOC:Matrix Analysis with Applications |
Lecture 15 - Diagonalization |
Link |
NOC:Matrix Analysis with Applications |
Lecture 16 - Special Matrices |
Link |
NOC:Matrix Analysis with Applications |
Lecture 17 - More on Special Matrices and Gerschgorin Theorem |
Link |
NOC:Matrix Analysis with Applications |
Lecture 18 - Inner Product Spaces |
Link |
NOC:Matrix Analysis with Applications |
Lecture 19 - Vector and Matrix Norms |
Link |
NOC:Matrix Analysis with Applications |
Lecture 20 - Gram Schmidt Process |
Link |
NOC:Matrix Analysis with Applications |
Lecture 21 - Normal Matrices |
Link |
NOC:Matrix Analysis with Applications |
Lecture 22 - Positive Definite Matrices |
Link |
NOC:Matrix Analysis with Applications |
Lecture 23 - Positive Definite and Quadratic Forms |
Link |
NOC:Matrix Analysis with Applications |
Lecture 24 - Gram Matrix and Minimization of Quadratic Forms |
Link |
NOC:Matrix Analysis with Applications |
Lecture 25 - Generalized Eigenvectors and Jordan Canonical Form |
Link |
NOC:Matrix Analysis with Applications |
Lecture 26 - Evaluation of Matrix Functions |
Link |
NOC:Matrix Analysis with Applications |
Lecture 27 - Least Square Approximation |
Link |
NOC:Matrix Analysis with Applications |
Lecture 28 - Singular Value Decomposition |
Link |
NOC:Matrix Analysis with Applications |
Lecture 29 - Pseudo-Inverse and SVD |
Link |
NOC:Matrix Analysis with Applications |
Lecture 30 - Introduction to Ill-Conditioned Systems |
Link |
NOC:Matrix Analysis with Applications |
Lecture 31 - Regularization of Ill-Conditioned Systems |
Link |
NOC:Matrix Analysis with Applications |
Lecture 32 - Linear Systems: Iterative Methods - I |
Link |
NOC:Matrix Analysis with Applications |
Lecture 33 - Linear Systems: Iterative Methods - II |
Link |
NOC:Matrix Analysis with Applications |
Lecture 34 - Non-Stationary Iterative Methods: Steepest Descent - I |
Link |
NOC:Matrix Analysis with Applications |
Lecture 35 - Non-Stationary Iterative Methods: Steepest Descent - II |
Link |
NOC:Matrix Analysis with Applications |
Lecture 36 - Krylov Subspace Iterative Methods (Conjugate Gradient Method) |
Link |
NOC:Matrix Analysis with Applications |
Lecture 37 - Krylov Subspace Iterative Methods (CG and Pre-Conditioning) |
Link |
NOC:Matrix Analysis with Applications |
Lecture 38 - Introduction to Positive Matrices |
Link |
NOC:Matrix Analysis with Applications |
Lecture 39 - Positive Matrices, Positive Eigenpair, Perron Root and vector, Example |
Link |
NOC:Matrix Analysis with Applications |
Lecture 40 - Polar Decomposition |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 1 - Introduction to Mathematical Modeling |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 2 - Discrete Time Linear Models in Population Dynamics - I |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 3 - Discrete Time Linear Models in Population Dynamics - II |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 4 - Discrete Time Linear Age Structured Models |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 5 - Numerical Methods to Compute Eigen Values |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 6 - Discrete Time Non-Linear Models in Population Dynamics - I |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 7 - Analysis on Logistic Difference Equation |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 8 - Classifications of Bifurcation |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 9 - Discrete Time Non - Linear Models in Population Dynamics - II |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 10 - Discrete Time Prey - Predator Model |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 11 - Introduction to Continuous Time Models |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 12 - Solution of First Order First Degree Differential Equations |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 13 - Continuous Time Models in Population Dynamics - I |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 14 - Continuous Time Models in Population Dynamics - II |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 15 - Stability and Linearization of System of Ordinary Differential Equations |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 16 - Continuous Time Single Species Models |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 17 - Qualitative Solution of Differential Equations - Phase Diagrams - I |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 18 - Qualitative Solution of Differential Equations - Phase Diagrams - II |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 19 - Continuous Time Lotka - Volterra Competition Model |
Link |
NOC:Mathematical Modelling: Analysis and Applications |
Lecture 20 - Continuous Time Prey - Predator Model |
Link |
NOC:Dynamical System and Control |
Lecture 1 - Formulation of Dynamical Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 2 - Formulation of Dynamical Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 3 - Existence and Uniqueness Theorem - I |
Link |
NOC:Dynamical System and Control |
Lecture 4 - Existence and Uniqueness Theorem - II |
Link |
NOC:Dynamical System and Control |
Lecture 5 - Linear Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 6 - Linear Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 7 - Solutions of Linear Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 8 - Solutions of Linear Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 9 - Solutions of Linear Systems - III |
Link |
NOC:Dynamical System and Control |
Lecture 10 - Fundamental Matrix - I |
Link |
NOC:Dynamical System and Control |
Lecture 11 - Fundamental Matrix - II |
Link |
NOC:Dynamical System and Control |
Lecture 12 - Fundamental Matrix for Non-Autonomous systems |
Link |
NOC:Dynamical System and Control |
Lecture 13 - Solutions of Non-Homogeneous Systems |
Link |
NOC:Dynamical System and Control |
Lecture 14 - Stability of Systems: Equilibrium Points |
Link |
NOC:Dynamical System and Control |
Lecture 15 - Stability of Linear Autonomous Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 16 - Stability of Linear Autonomous Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 17 - Stability of Linear Autonomous Systems - III |
Link |
NOC:Dynamical System and Control |
Lecture 18 - Stability of Weakly Non-Linear Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 19 - Stability of Weakly Non-Linear Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 20 - Stability of Non-Linear Systems using Linearization |
Link |
NOC:Dynamical System and Control |
Lecture 21 - Properties of Phase Portrait |
Link |
NOC:Dynamical System and Control |
Lecture 22 - Properties of Orbits |
Link |
NOC:Dynamical System and Control |
Lecture 23 - Phase Portrait: Types of Critical Points |
Link |
NOC:Dynamical System and Control |
Lecture 24 - Phase Portrait of Linear Differential Equations - I |
Link |
NOC:Dynamical System and Control |
Lecture 25 - Phase Portrait of Linear Differential Equations - II |
Link |
NOC:Dynamical System and Control |
Lecture 26 - Phase Portrait of Linear Differential Equations - III |
Link |
NOC:Dynamical System and Control |
Lecture 27 - Poincare Bendixson Theorem |
Link |
NOC:Dynamical System and Control |
Lecture 28 - Limit Cycle |
Link |
NOC:Dynamical System and Control |
Lecture 29 - Lyapunov Stability - I |
Link |
NOC:Dynamical System and Control |
Lecture 30 - Lyapunov Stability - II |
Link |
NOC:Dynamical System and Control |
Lecture 31 - Introduction to Control Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 32 - Introduction to Control Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 33 - Controllability of Autonomous Systems |
Link |
NOC:Dynamical System and Control |
Lecture 34 - Controllability of Non-autonomous Systems |
Link |
NOC:Dynamical System and Control |
Lecture 35 - Observability - I |
Link |
NOC:Dynamical System and Control |
Lecture 36 - Observability - II |
Link |
NOC:Dynamical System and Control |
Lecture 37 - Results on Controllability and Observability |
Link |
NOC:Dynamical System and Control |
Lecture 38 - Companion Form |
Link |
NOC:Dynamical System and Control |
Lecture 39 - Feedback Control - I |
Link |
NOC:Dynamical System and Control |
Lecture 40 - Feedback Control - II |
Link |
NOC:Dynamical System and Control |
Lecture 41 - Feedback Control - III |
Link |
NOC:Dynamical System and Control |
Lecture 42 - Feedback Control - IV |
Link |
NOC:Dynamical System and Control |
Lecture 43 - State Observer |
Link |
NOC:Dynamical System and Control |
Lecture 44 - Stabilizability |
Link |
NOC:Dynamical System and Control |
Lecture 45 - Introduction to Discrete Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 46 - Introduction to Discrete Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 47 - Lyapunov Stability Theory - I |
Link |
NOC:Dynamical System and Control |
Lecture 48 - Lyapunov Stability Theory - II |
Link |
NOC:Dynamical System and Control |
Lecture 49 - Lyapunov Stability Theory - III |
Link |
NOC:Dynamical System and Control |
Lecture 50 - Optimal Control - I |
Link |
NOC:Dynamical System and Control |
Lecture 51 - Optimal Control - II |
Link |
NOC:Dynamical System and Control |
Lecture 52 - Optimal Control - III |
Link |
NOC:Dynamical System and Control |
Lecture 53 - Optimal Control - IV |
Link |
NOC:Dynamical System and Control |
Lecture 54 - Optimal Control for Discrete Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 55 - Optimal Control for Discrete Systems - II |
Link |
NOC:Dynamical System and Control |
Lecture 56 - Controllability of Discrete Systems |
Link |
NOC:Dynamical System and Control |
Lecture 57 - Observability of Discrete Systems |
Link |
NOC:Dynamical System and Control |
Lecture 58 - Stability for Discrete Systems |
Link |
NOC:Dynamical System and Control |
Lecture 59 - Relation between Continuous and Discrete Systems - I |
Link |
NOC:Dynamical System and Control |
Lecture 60 - Relation between Continuous and Discrete Systems - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 1 - Analytic Function |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 2 - Cauchy-Riemann Equations |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 3 - Harmonic Functions, Harmonic Conjugates and Milne's Method |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 4 - Applications to the Problems of Potential Flow - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 5 - Applications to the Problems of Potential Flow - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 6 - Complex Integration |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 7 - Cauchy's Theorem - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 8 - Cauchy's Theorem - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 9 - Cauchy's Integral Formula for the Derivatives of Analytic Function |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 10 - Morera's Theorem, Liouville's Theorem and Fundamental Theorem of Algebra |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 11 - Winding Number and Maximum Modulus Principle |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 12 - Sequences and Series |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 13 - Uniform Convergence of Series |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 14 - Power Series |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 15 - Taylor Series |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 16 - Laurent Series |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 17 - Zeros and Singularities of an Analytic Function |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 18 - Residue at a Singularity |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 19 - Residue Theorem |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 20 - Meromorphic Functions |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 21 - Evaluation of real integrals using residues - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 22 - Evaluation of real integrals using residues - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 23 - Evaluation of real integrals using residues - III |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 24 - Evaluation of real integrals using residues - IV |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 25 - Evaluation of real integrals using residues - V |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 26 - Bilinear Transformations |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 27 - Cross Ratio |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 28 - Conformal Mapping - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 29 - Conformal Mapping - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 30 - Conformal mapping from half plane to disk and half plane to half plane - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 31 - Conformal mapping from disk to disk and angular region to disk |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 32 - Application of Conformal Mapping to Potential Theory |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 33 - Review of Z-transforms - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 34 - Review of Z-transforms - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 35 - Review of Z-transforms - III |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 36 - Review of Bilateral Z-transforms |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 37 - Finite Fourier Transforms |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 38 - Fourier Integral and Fourier Transforms |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 39 - Fourier Series |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 40 - Discrete Fourier Transforms - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 41 - Discrete Fourier Transforms - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 42 - Basic Concepts of Probability |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 43 - Conditional Probability |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 44 - Bayes Theorem and Probability Networks |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 45 - Discrete Probability Distribution |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 46 - Binomial Distribution |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 47 - Negative Binomial Distribution and Poisson Distribution |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 48 - Continuous Probability Distribution |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 49 - Poisson Process |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 50 - Exponential Distribution |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 51 - Normal Distribution |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 52 - Joint Probability Distribution - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 53 - Joint Probability Distribution - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 54 - Joint Probability Distribution - III |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 55 - Correlation and Regression - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 56 - Correlation and Regression - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 57 - Testing of Hypotheses - I |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 58 - Testing of Hypotheses - II |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 59 - Testing of Hypotheses - III |
Link |
NOC:Advanced Engineering Mathematics |
Lecture 60 - Application to Queuing Theory and Reliability Theory |
Link |
NOC:Higher Engineering Mathematics |
Lecture 1 - Symbolic Representation of Statements - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 2 - Symbolic Representation of Statements - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 3 - Tautologies and Contradictions |
Link |
NOC:Higher Engineering Mathematics |
Lecture 4 - Predicates and Quantifires - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 5 - Predicates and Quantifiers - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 6 - Validity of Arguments |
Link |
NOC:Higher Engineering Mathematics |
Lecture 7 - Language and Grammers - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 8 - Language and Grammers - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 9 - Language and Grammers - III |
Link |
NOC:Higher Engineering Mathematics |
Lecture 10 - Finite- State Machines |
Link |
NOC:Higher Engineering Mathematics |
Lecture 11 - Partially Ordered Sets - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 12 - Partially Ordered Sets - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 13 - Partially Ordered Sets - III |
Link |
NOC:Higher Engineering Mathematics |
Lecture 14 - Lattices - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 15 - Lattices - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 16 - Lattices - III |
Link |
NOC:Higher Engineering Mathematics |
Lecture 17 - Lattices - IV |
Link |
NOC:Higher Engineering Mathematics |
Lecture 18 - Lattices - V |
Link |
NOC:Higher Engineering Mathematics |
Lecture 19 - Boolean Algebra - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 20 - Boolean Algebra - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 21 - Boolean Algebra - III |
Link |
NOC:Higher Engineering Mathematics |
Lecture 22 - Boolean Algebra - IV |
Link |
NOC:Higher Engineering Mathematics |
Lecture 23 - Logic Gates |
Link |
NOC:Higher Engineering Mathematics |
Lecture 24 - Karnaugh Map - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 25 - Karnaugh Map - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 26 - Various type of Graphs - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 27 - Various types of Graphs - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 28 - Paths and Connectivity |
Link |
NOC:Higher Engineering Mathematics |
Lecture 29 - Subgraphs and Traversable Multigraphs |
Link |
NOC:Higher Engineering Mathematics |
Lecture 30 - Undirected and Directed Graphs |
Link |
NOC:Higher Engineering Mathematics |
Lecture 31 - Eulerian and Hamiltonian Graphs |
Link |
NOC:Higher Engineering Mathematics |
Lecture 32 - Planar Graphs |
Link |
NOC:Higher Engineering Mathematics |
Lecture 33 - Representation of Graphs |
Link |
NOC:Higher Engineering Mathematics |
Lecture 34 - Isomorphic and Homeomorphic Graphs |
Link |
NOC:Higher Engineering Mathematics |
Lecture 35 - Kuratowski's Theorem |
Link |
NOC:Higher Engineering Mathematics |
Lecture 36 - Dual of a Graph |
Link |
NOC:Higher Engineering Mathematics |
Lecture 37 - Coloring of Graphs - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 38 - Coloring of Graphs - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 39 - Tree - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 40 - Tree - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 41 - Graphical Method - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 42 - Graphical Method - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 43 - General Linear Programming Problem |
Link |
NOC:Higher Engineering Mathematics |
Lecture 44 - Simplex Method - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 45 - Simplex Method - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 46 - Big - M Method - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 47 - Big - M Method - II (Special Cases) |
Link |
NOC:Higher Engineering Mathematics |
Lecture 48 - Two Phase Method - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 49 - Two Phase method - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 50 - Duality - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 51 - Duality - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 52 - Dual Simplex Method |
Link |
NOC:Higher Engineering Mathematics |
Lecture 53 - Transportation Problem - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 54 - Transportation Problem - II |
Link |
NOC:Higher Engineering Mathematics |
Lecture 55 - Assignment Problem - I |
Link |
NOC:Higher Engineering Mathematics |
Lecture 56 - Assignment Problem - II |
Link |
NOC:Operations Research |
Lecture 1 - Introduction to OR Models |
Link |
NOC:Operations Research |
Lecture 2 - More OR Models |
Link |
NOC:Operations Research |
Lecture 3 - Graphical Method for LPP |
Link |
NOC:Operations Research |
Lecture 4 - Convex sets |
Link |
NOC:Operations Research |
Lecture 5 - Simplex Method |
Link |
NOC:Operations Research |
Lecture 6 - Big M Method |
Link |
NOC:Operations Research |
Lecture 7 - Two Phase |
Link |
NOC:Operations Research |
Lecture 8 - Multiple solutions of LPP |
Link |
NOC:Operations Research |
Lecture 9 - Unbounded solution of LPP |
Link |
NOC:Operations Research |
Lecture 10 - Infeasible solution of LPP |
Link |
NOC:Operations Research |
Lecture 11 - Revised Simplex Method |
Link |
NOC:Operations Research |
Lecture 12 - Case studies and Exercises - I |
Link |
NOC:Operations Research |
Lecture 13 - Case studies and Exercises - II |
Link |
NOC:Operations Research |
Lecture 14 - Case studies and Exercises - III |
Link |
NOC:Operations Research |
Lecture 15 - Primal Dual Construction |
Link |
NOC:Operations Research |
Lecture 16 - Weak Duality Theorem |
Link |
NOC:Operations Research |
Lecture 17 - More Duality Theorems |
Link |
NOC:Operations Research |
Lecture 18 - Primal-Dual relationship of solutions |
Link |
NOC:Operations Research |
Lecture 19 - Dual Simplex Method |
Link |
NOC:Operations Research |
Lecture 20 - Sensitivity Analysis - I |
Link |
NOC:Operations Research |
Lecture 21 - Sensitivity Analysis - II |
Link |
NOC:Operations Research |
Lecture 22 - Case studies and Exercises - I |
Link |
NOC:Operations Research |
Lecture 23 - Case studies and Exercises - II |
Link |
NOC:Operations Research |
Lecture 24 - Integer Programming |
Link |
NOC:Operations Research |
Lecture 25 - Goal Programming |
Link |
NOC:Operations Research |
Lecture 26 - Multi-Objective Programming |
Link |
NOC:Operations Research |
Lecture 27 - Dynamic Programming |
Link |
NOC:Operations Research |
Lecture 28 - Transportation Problem |
Link |
NOC:Operations Research |
Lecture 29 - Assignment Problem |
Link |
NOC:Operations Research |
Lecture 30 - Case studies and Exercises |
Link |
NOC:Operations Research |
Lecture 31 - Processing n Jobs on Two Machines |
Link |
NOC:Operations Research |
Lecture 32 - Processing n Jobs through Three Machines |
Link |
NOC:Operations Research |
Lecture 33 - Processing two jobs through m machines |
Link |
NOC:Operations Research |
Lecture 34 - Processing n jobs through m machines |
Link |
NOC:Operations Research |
Lecture 35 - Case studies and Exercises |
Link |
NOC:Operations Research |
Lecture 36 - Two Person Zero-Sum Game |
Link |
NOC:Operations Research |
Lecture 37 - Theorems of Game Theory |
Link |
NOC:Operations Research |
Lecture 38 - Solution of Mixed Strategy Games |
Link |
NOC:Operations Research |
Lecture 39 - Linear Programming method for solving games |
Link |
NOC:Operations Research |
Lecture 40 - Case studies and Exercises |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 1 - Vectors in Machine Learning |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 2 - Basics of Matrix Algebra |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 3 - Vector Space: Definition and Examples |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 4 - Vector Subspace: Examples and Properties |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 5 - Basis and Dimension |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 6 - Linear Transformations |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 7 - Norms and Spaces |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 8 - Orthogonal Complement and Projection Mapping |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 9 - Eigenvalues and Eigenvectors |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 10 - Special matrices and Properties |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 11 - Spectral Decomposition |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 12 - Singular Value Decomposition |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 13 - SVD: Properties and Applications |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 14 - Low Rank Approximations |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 15 - Python Implementation of SVD and Low - rank Approximation |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 16 - Principal Component Analysis - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 17 - PCA: Derivation and Examples |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 18 - Python Implementation of PCA |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 19 - Linear Discriminant Analysis |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 20 - Python Implementation of LDA |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 21 - Least Square Approximation and Minimum Normed Solution |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 22 - Linear and Multiple Regression - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 23 - Linear and Multiple Regression - II |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 24 - Logistic Regression - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 25 - Logistic Regression - II |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 26 - Classification Metrics |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 27 - Gram Schmidt Process |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 28 - Polar Decomposition |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 29 - Minimal Polynomial and Jordan Canonical Form - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 30 - Minimal Polynomial and Jordan Canonical Form - II |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 31 - Basic Concepts of Calculus - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 32 - Basic Concepts of Calculus - II |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 33 - Basic Concepts of Calculus - III |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 34 - Basic Concepts of Calculus - IV |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 35 - Basic Concepts of Calculus - V |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 36 - Calculus in Python |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 37 - Convex Sets and Functions |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 38 - Properties of convex functions - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 39 - Properties of Convex functions - II |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 40 - Introduction to Optimization |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 41 - Unconstrained Optimization |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 42 - Constrained Optimization - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 43 - Constrained Optimization - II |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 44 - Steepest Descent method |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 45 - Newton's and Penalty function method |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 46 - Optimization using Python |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 47 - Operations on Sets |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 48 - Review on Probability |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 49 - Bayes' theorem and Random variables |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 50 - Expectation and Variance |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 51 - Discrete probability distributions |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 52 - Continuous probability distributions |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 53 - Joint probability distribution and covariance |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 54 - Introduction to SVM |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 55 - Error Minimizing LPP |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 56 - Concepts of Duality |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 57 - Hard Margin classifier |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 58 - Soft margin classifier |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 59 - SVM using Python - I |
Link |
NOC:Essential Mathematics for Machine Learning |
Lecture 60 - SVM using Python - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 1 - System of Linear Equations |
Link |
NOC:Advanced Linear Algebra |
Lecture 2 - Elementary Row Operations |
Link |
NOC:Advanced Linear Algebra |
Lecture 3 - Row-Reduced Echelon Form and its Applications |
Link |
NOC:Advanced Linear Algebra |
Lecture 4 - Vector Spaces - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 5 - Vector Spaces - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 6 - Basis and Dimensions - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 7 - Basis and Dimensions - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 8 - Change of Ordered Basis in F. D. V. S. |
Link |
NOC:Advanced Linear Algebra |
Lecture 9 - Row Space of a Matrix |
Link |
NOC:Advanced Linear Algebra |
Lecture 10 - Computations concerning Subspaces |
Link |
NOC:Advanced Linear Algebra |
Lecture 11 - Linear Transformations |
Link |
NOC:Advanced Linear Algebra |
Lecture 12 - Concept of Rank |
Link |
NOC:Advanced Linear Algebra |
Lecture 13 - Algebra of Linear Transformations - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 14 - Algebra of Linear Transformations - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 15 - Algebra of Linear Transformations - III |
Link |
NOC:Advanced Linear Algebra |
Lecture 16 - Matrix Representation of Linear Transformations - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 17 - Matrix Representation of Linear Transformations - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 18 - Linear Functional - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 19 - Linear Functional - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 20 - Linear Functional - III |
Link |
NOC:Advanced Linear Algebra |
Lecture 21 - Linear Functional and Transpose of L.T. - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 22 - Linear Functional and Transpose of L.T. - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 23 - Eigenvalue and Eigenvector of Linear Operator - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 24 - Eigenvalue and Eigenvector of Linear Operator - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 25 - Eigenvalue and Eigenvector of Digonalizable L.O. |
Link |
NOC:Advanced Linear Algebra |
Lecture 26 - Annihilating Polynomial of Linear Operator |
Link |
NOC:Advanced Linear Algebra |
Lecture 27 - Cayley-Hamilton Theorem and Its Applications - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 28 - Cayley-Hamilton Theorem and its Applications - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 29 - Invariant Subspaces - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 30 - Invariant Subspaces - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 31 - Application of Invariant Subspaces - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 32 - Application of Invariant Subspaces - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 33 - Direct Sum Decompositions - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 34 - Direct Sum Decompositions - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 35 - Invariant Direct Sums - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 36 - Invariant Direct Sums - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 37 - Decomposition of space and Operator - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 38 - Decomposition of Space and Operator - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 39 - Applications of Primary Decomposition Theorem - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 40 - Applications of Primary Decomposition Theorem - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 41 - Applications of Primary Decomposition Theorem - III |
Link |
NOC:Advanced Linear Algebra |
Lecture 42 - Inner Products - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 43 - Inner Products - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 44 - Inner Product Spaces - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 45 - Inner Product Spaces - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 46 - Best Approximation in I.P.S. |
Link |
NOC:Advanced Linear Algebra |
Lecture 47 - Orthogonal Projection in I.P.S. |
Link |
NOC:Advanced Linear Algebra |
Lecture 48 - Linear Functionals and Adjoints - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 49 - Linear Functionals and Adjoints - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 50 - Linear Functionals and Adjoints - III |
Link |
NOC:Advanced Linear Algebra |
Lecture 51 - Linear Functionals and Adjoints - IV |
Link |
NOC:Advanced Linear Algebra |
Lecture 52 - Isomorphism in Inner Product Spaces |
Link |
NOC:Advanced Linear Algebra |
Lecture 53 - Unitary Operators - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 54 - Unitary Operators - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 55 - Application of Unitary O. and Initiation of Normal Operator |
Link |
NOC:Advanced Linear Algebra |
Lecture 56 - Normal Operator - I |
Link |
NOC:Advanced Linear Algebra |
Lecture 57 - Normal Operator - II |
Link |
NOC:Advanced Linear Algebra |
Lecture 58 - Normal Operator and It's Spectral Resolution |
Link |
NOC:Advanced Linear Algebra |
Lecture 59 - Singular Value Decomposition of a Matrix |
Link |
NOC:Advanced Linear Algebra |
Lecture 60 - Forms on Inner product Spaces |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 1 - Introduction, Importance and Limitations |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 2 - Units and Dimensions |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 3 - Scaling |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 4 - How to build mathematical models? |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 5 - Basics of Excel - 1 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 6 - Basics of Excel - 2 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 7 - Basics of Excel - 3 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 8 - Linear, Quadratic, Cubic Models |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 9 - Linear Stability Analysis - I |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 10 - Linear Stability Analysis - II |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 11 - Lyapunov Stability |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 12 - Phase Plane Analysis - 1 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 13 - Phase Plane Analysis - 2 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 14 - Phase Plane Analysis - 3 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 15 - Growth Models (Continuous model) |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 16 - Predator-Prey models |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 17 - Two species competition model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 18 - Arms Race Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 19 - Combat Model - I |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 20 - Combat Model - II |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 21 - Carbon Dating |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 22 - Drug Distribution |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 23 - Growth and decay in L-R circuit |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 24 - Rectilinear motion under variable force |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 25 - Dynamice of Rowing |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 26 - Horizontal oscillations |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 27 - Vertical oscillations |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 28 - Epidemic model - 1 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 29 - Epidemic model - 2 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 30 - Rumor model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 31 - Varying Gravity model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 32 - Tumor model - I |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 33 - Tumor model - II |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 34 - Vegetation in a desert model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 35 - Mathematical model of love affairs |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 36 - Discrete models: Difference Equation - I |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 37 - Difference Equations - II |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 38 - Basics of Excel - 4 |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 39 - Stability Analysis - I |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 40 - Stability Analysis - II |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 41 - Population Models |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 42 - Bank Account Models |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 43 - Economic Model (Harrod Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 44 - Lake Pollutant Models |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 45 - Mathematical Model of the Dynamics of Alcohol |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 46 - Discrete Predator-Prey Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 47 - Forsenic Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 48 - Drug Delivery Models |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 49 - Lanchester's Combat Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 50 - Two-Species Competition Model (Discrete) |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 51 - Infection model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 52 - Smoking Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 53 - Price and Demand Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 54 - Paper Towel model, Burning Calories Model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 55 - Learning model, Kidney function model |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 56 - Empirical Modelling |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 57 - Estimation of Parameters - I |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 58 - Estimation of Parameters - II |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 59 - Estimation of Parameters - III |
Link |
NOC:EXCELing with Mathematical Modeling |
Lecture 60 - Simulation Modeling |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 1 - Prologue - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 2 - Prologue - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 3 - Prologue - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 4 - Linear Systems - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 5 - Linear Systems - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 6 - Linear Systems - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 7 - Linear Systems - Part 4 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 8 - Vector Spaces - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 9 - Vector Spaces - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 10 - Linear Independence and Subspaces - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 11 - Linear Independence and Subspaces - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 12 - Linear Independence and Subspaces - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 13 - Linear Independence and Subspaces - Part 4 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 14 - Basis - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 15 - Basis - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 16 - Basis - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 17 - Linear Transformations - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 18 - Linear Transformations - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 19 - Linear Transformations - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 20 - Linear Transformations - Part 4 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 21 - Linear Transformations - Part 5 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 22 - Inner Product and Orthogonality - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 23 - Inner Product and Orthogonality - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 24 - Inner Product and Orthogonality - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 25 - Inner Product and Orthogonality - Part 4 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 26 - Inner Product and Orthogonality - Part 5 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 27 - Inner Product and Orthogonality - Part 6 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 28 - Diagonalization - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 29 - Diagonalization - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 30 - Diagonalization - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 31 - Diagonalization - Part 4 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 32 - Hermitian and Symmetric matrices - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 33 - Hermitian and Symmetric matrices - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 34 - Hermitian and Symmetric matrices - Part 3 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 35 - Hermitian and Symmetric matrices - Part 4 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 36 - Singular Value Decomposition (SVD) - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 37 - Singular Value Decomposition (SVD) - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 38 - Back To Linear Systems - Part 1 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 39 - Back To Linear Systems - Part 2 |
Link |
Advanced Matrix Theory and Linear Algebra for Engineers |
Lecture 40 - Epilogue |
Link |
Ordinary Differential Equations and Applications |
Lecture 1 - General Introduction |
Link |
Ordinary Differential Equations and Applications |
Lecture 2 - Examples |
Link |
Ordinary Differential Equations and Applications |
Lecture 3 - Examples (Continued - I) |
Link |
Ordinary Differential Equations and Applications |
Lecture 4 - Examples (Continued - II) |
Link |
Ordinary Differential Equations and Applications |
Lecture 5 - Linear Algebra |
Link |
Ordinary Differential Equations and Applications |
Lecture 6 - Linear Algebra (Continued - I) |
Link |
Ordinary Differential Equations and Applications |
Lecture 7 - Linear Algebra (Continued - II) |
Link |
Ordinary Differential Equations and Applications |
Lecture 8 - Analysis |
Link |
Ordinary Differential Equations and Applications |
Lecture 9 - Analysis (Continued...) |
Link |
Ordinary Differential Equations and Applications |
Lecture 10 - First Order Linear Equations |
Link |
Ordinary Differential Equations and Applications |
Lecture 11 - Exact Equations |
Link |
Ordinary Differential Equations and Applications |
Lecture 12 - Second Order Linear Equations |
Link |
Ordinary Differential Equations and Applications |
Lecture 13 - Second Order Linear Equations (Continued - I) |
Link |
Ordinary Differential Equations and Applications |
Lecture 14 - Second Order Linear Equations (Continued - II) |
Link |
Ordinary Differential Equations and Applications |
Lecture 15 - Well-posedness and Examples of IVP |
Link |
Ordinary Differential Equations and Applications |
Lecture 16 - Gronwall's Lemma |
Link |
Ordinary Differential Equations and Applications |
Lecture 17 - Basic Lemma and Uniqueness Theorem |
Link |
Ordinary Differential Equations and Applications |
Lecture 18 - Picard's Existence and Uniqueness Theorem |
Link |
Ordinary Differential Equations and Applications |
Lecture 19 - Picard's Existence and Uniqueness (Continued...) |
Link |
Ordinary Differential Equations and Applications |
Lecture 20 - Cauchy Peano Existence Theorem |
Link |
Ordinary Differential Equations and Applications |
Lecture 21 - Existence using Fixed Point Theorem |
Link |
Ordinary Differential Equations and Applications |
Lecture 22 - Continuation of Solutions |
Link |
Ordinary Differential Equations and Applications |
Lecture 23 - Series Solution |
Link |
Ordinary Differential Equations and Applications |
Lecture 24 - General System and Diagonalizability |
Link |
Ordinary Differential Equations and Applications |
Lecture 25 - 2 by 2 systems and Phase Plane Analysis |
Link |
Ordinary Differential Equations and Applications |
Lecture 26 - 2 by 2 systems and Phase Plane Analysis (Continued...) |
Link |
Ordinary Differential Equations and Applications |
Lecture 27 - General Systems |
Link |
Ordinary Differential Equations and Applications |
Lecture 28 - General Systems (Continued...) and Non-homogeneous Systems |
Link |
Ordinary Differential Equations and Applications |
Lecture 29 - Basic Definitions and Examples |
Link |
Ordinary Differential Equations and Applications |
Lecture 30 - Stability Equilibrium Points |
Link |
Ordinary Differential Equations and Applications |
Lecture 31 - Stability Equilibrium Points (Continued - I) |
Link |
Ordinary Differential Equations and Applications |
Lecture 32 - Stability Equilibrium Points (Continued - II) |
Link |
Ordinary Differential Equations and Applications |
Lecture 33 - Second Order Linear Equations (Continued - III) |
Link |
Ordinary Differential Equations and Applications |
Lecture 34 - Lyapunov Function |
Link |
Ordinary Differential Equations and Applications |
Lecture 35 - Lyapunov Function (Continued...) |
Link |
Ordinary Differential Equations and Applications |
Lecture 36 - Periodic Orbits and Poincare Bendixon Theory |
Link |
Ordinary Differential Equations and Applications |
Lecture 37 - Periodic Orbits and Poincare Bendixon Theory (Continued...) |
Link |
Ordinary Differential Equations and Applications |
Lecture 38 - Linear Second Order Equations |
Link |
Ordinary Differential Equations and Applications |
Lecture 39 - General Second Order Equations |
Link |
Ordinary Differential Equations and Applications |
Lecture 40 - General Second Order Equations (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 1 - Introduction to Algebraic Structures - Rings and Fields |
Link |
NOC:Linear Algebra |
Lecture 2 - Definition of Vector Spaces |
Link |
NOC:Linear Algebra |
Lecture 3 - Examples of Vector Spaces |
Link |
NOC:Linear Algebra |
Lecture 4 - Definition of subspaces |
Link |
NOC:Linear Algebra |
Lecture 5 - Examples of subspaces |
Link |
NOC:Linear Algebra |
Lecture 6 - Examples of subspaces (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 7 - Sum of subspaces |
Link |
NOC:Linear Algebra |
Lecture 8 - System of linear equations |
Link |
NOC:Linear Algebra |
Lecture 9 - Gauss elimination |
Link |
NOC:Linear Algebra |
Lecture 10 - Generating system, linear independence and bases |
Link |
NOC:Linear Algebra |
Lecture 11 - Examples of a basis of a vector space |
Link |
NOC:Linear Algebra |
Lecture 12 - Review of univariate polynomials |
Link |
NOC:Linear Algebra |
Lecture 13 - Examples of univariate polynomials and rational functions |
Link |
NOC:Linear Algebra |
Lecture 14 - More examples of a basis of vector spaces |
Link |
NOC:Linear Algebra |
Lecture 15 - Vector spaces with finite generating system |
Link |
NOC:Linear Algebra |
Lecture 16 - Steinitzs exchange theorem and examples |
Link |
NOC:Linear Algebra |
Lecture 17 - Examples of finite dimensional vector spaces |
Link |
NOC:Linear Algebra |
Lecture 18 - Dimension formula and its examples |
Link |
NOC:Linear Algebra |
Lecture 19 - Existence of a basis |
Link |
NOC:Linear Algebra |
Lecture 20 - Existence of a basis (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 21 - Existence of a basis (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 22 - Introduction to Linear Maps |
Link |
NOC:Linear Algebra |
Lecture 23 - Examples of Linear Maps |
Link |
NOC:Linear Algebra |
Lecture 24 - Linear Maps and Bases |
Link |
NOC:Linear Algebra |
Lecture 25 - Pigeonhole principle in Linear Algebra |
Link |
NOC:Linear Algebra |
Lecture 26 - Interpolation and the rank theorem |
Link |
NOC:Linear Algebra |
Lecture 27 - Examples |
Link |
NOC:Linear Algebra |
Lecture 28 - Direct sums of vector spaces |
Link |
NOC:Linear Algebra |
Lecture 29 - Projections |
Link |
NOC:Linear Algebra |
Lecture 30 - Direct sum decomposition of a vector space |
Link |
NOC:Linear Algebra |
Lecture 31 - Dimension equality and examples |
Link |
NOC:Linear Algebra |
Lecture 32 - Dual spaces |
Link |
NOC:Linear Algebra |
Lecture 33 - Dual spaces (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 34 - Quotient spaces |
Link |
NOC:Linear Algebra |
Lecture 35 - Homomorphism theorem of vector spaces |
Link |
NOC:Linear Algebra |
Lecture 36 - Isomorphism theorem of vector spaces |
Link |
NOC:Linear Algebra |
Lecture 37 - Matrix of a linear map |
Link |
NOC:Linear Algebra |
Lecture 38 - Matrix of a linear map (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 39 - Matrix of a linear map (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 40 - Change of bases |
Link |
NOC:Linear Algebra |
Lecture 41 - Computational rules for matrices |
Link |
NOC:Linear Algebra |
Lecture 42 - Rank of a matrix |
Link |
NOC:Linear Algebra |
Lecture 43 - Computation of the rank of a matrix |
Link |
NOC:Linear Algebra |
Lecture 44 - Elementary matrices |
Link |
NOC:Linear Algebra |
Lecture 45 - Elementary operations on matrices |
Link |
NOC:Linear Algebra |
Lecture 46 - LR decomposition |
Link |
NOC:Linear Algebra |
Lecture 47 - Elementary Divisor Theorem |
Link |
NOC:Linear Algebra |
Lecture 48 - Permutation groups |
Link |
NOC:Linear Algebra |
Lecture 49 - Canonical cycle decomposition of permutations |
Link |
NOC:Linear Algebra |
Lecture 50 - Signature of a permutation |
Link |
NOC:Linear Algebra |
Lecture 51 - Introduction to multilinear maps |
Link |
NOC:Linear Algebra |
Lecture 52 - Multilinear maps (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 53 - Introduction to determinants |
Link |
NOC:Linear Algebra |
Lecture 54 - Determinants (Continued...) |
Link |
NOC:Linear Algebra |
Lecture 55 - Computational rules for determinants |
Link |
NOC:Linear Algebra |
Lecture 56 - Properties of determinants and adjoint of a matrix |
Link |
NOC:Linear Algebra |
Lecture 57 - Adjoint-determinant theorem |
Link |
NOC:Linear Algebra |
Lecture 58 - The determinant of a linear operator |
Link |
NOC:Linear Algebra |
Lecture 59 - Determinants and Volumes |
Link |
NOC:Linear Algebra |
Lecture 60 - Determinants and Volumes (Continued...) |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 1 - Basic linear algebra |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 2 - Multivariable calculus - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 3 - Multivariable calculus - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 4 - The derivative map |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 5 - Inverse Function Theorem |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 6 - Constant Rank Theorem |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 7 - Smooth functions with compact support |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 8 - Smooth manifold |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 9 - Examples of smooth manifolds |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 10 - Higher dimensional spheres as smooth manifolds |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 11 - Smooth maps |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 12 - Examples of smooth maps |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 13 - Tangent spaces - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 14 - Tangent spaces - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 15 - Derivatives of smooth maps |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 16 - Chain rule on manifolds |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 17 - Dimension of tangent space - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 18 - Dimension of tangent space - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 19 - Derivative of inclusion map |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 20 - Basis of tangent space |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 21 - Inverse Function Theorem for manifolds |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 22 - Submanifolds |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 23 - Tangent space of a submanifold |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 24 - Regular Value Theorem |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 25 - Special linear group as a submanifold of the set of all square matrices |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 26 - Hypersurfaces |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 27 - Tangent spaces to level sets |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 28 - Vector fields - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 29 - Vector fields - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 30 - Vector fields - 3 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 31 - Lie groups - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 32 - Lie groups - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 33 - Integral curve and flows - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 34 - Integral curve and flows - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 35 - Integral curve and flows - 3 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 36 - Complete vector fields |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 37 - Vector fields and smooth maps |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 38 - Lie Brackets - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 39 - Lie brackets - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 40 - Lie brackets - 3 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 41 - Lie algebras of matrix groups - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 42 - Lie algebras of matrix groups - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 43 - Exponential map |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 44 - Frobenius theorems |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 45 - Tensors and differential forms - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 46 - Tensors and differential forms - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 47 - Pull-back form |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 48 - Symmetric Tensors |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 49 - Alternating Tensors - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 50 - Alternating Tensors - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 51 - Alternating Tensors - 3 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 52 - Alternating Tensors - 4 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 53 - Alternating Tensors - 5 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 54 - Alternating Tensors - 6 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 55 - Alternating Tensors - 7 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 56 - Alternating Tensors - 8 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 57 - Alternating Tensors - 9 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 58 - Differential forms on manifolds - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 59 - Differential forms on manifolds - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 60 - The Exterior derivative - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 61 - The Exterior derivative - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 62 - The Exterior derivative - 3 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 63 - The Exterior derivative - 4 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 64 - The Exterior derivative - 5 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 65 - Special classes of forms |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 66 - Orientation on manifolds - 1 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 67 - Orientation on manifolds - 2 |
Link |
NOC:An Introduction to Smooth Manifolds |
Lecture 68 - Orientation on manifolds - 3 |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 1 - Review of Riemann integration and introduction to sigma algebras |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 2 - Sigma algebras and measurability |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 3 - Measurable functions and approximation by simple functions |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 4 - Properties of countably additive measures |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 5 - Integration of positive measurable functions |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 6 - Some properties of integrals of positive simple functions |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 7 - Monotone convergence theorem and Fatou's lemma |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 8 - Integration of complex valued measurable functions |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 9 - Dominated convergence theorem |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 10 - Sets of measure zero and completion |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 11 - Consequences of MCT, Fatou's lemma and DCT |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 12 - Rectangles in R^n and some properties |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 13 - Outer measure on R^n |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 14 - Properties of outer measure on R^n |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 15 - Lebesgue measurable sets and Lebesgue measure on R^n |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 16 - Lebesgue sigma algebra |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 17 - Lebesgue measure |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 18 - Fine properties of measurable sets |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 19 - Invariance properties of Lebesgue measure |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 20 - Non measurable set |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 21 - Measurable functions |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 22 - Riemann and Lebesgue integrals |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 23 - Locally compact Hausdorff spaces |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 24 - Riesz representation theorem |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 25 - Positive Borel measures |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 26 - Lebesgue measure via Riesz representation theorem |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 27 - Construction of Lebesgue measure |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 28 - Invariance properties of Lebesgue measure |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 29 - Linear transformations and Lebesgue measure |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 30 - Cantor set |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 31 - Cantor function |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 32 - Lebesgue set which is not Borel |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 33 - L^p spaces |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 34 - L^p norm |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 35 - Completeness of L^p |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 36 - Properties of L^p spaces |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 37 - Examples of L^p spaces |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 38 - Product sigma algebra |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 39 - Product measures - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 40 - Product measures - II |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 41 - Fubini's theorem - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 42 - Fubini's theorem - II |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 43 - Completeness of product measures |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 44 - Polar coordinates |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 45 - Applications of Fubini's theorem |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 46 - Complex measures - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 47 - Complex measures - II |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 48 - Absolutely continuous measures |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 49 - L^2 space |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 50 - Continuous linear functionals |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 51 - Radon-Nikodym theorem - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 52 - Radon Nikodym theorem - II |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 53 - Consequences of Radon-Nikodym theorem - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 54 - Consequences of Radon-Nikodym theorem - II |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 55 - Continuous linear functionals on L^p spaces - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 56 - Continuous linear functionals on L^p spaces - II |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 57 - Riesz representation theorem - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 58 - Riesz representation theorem - II |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 59 - Hardy-Littlewood maximal function |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 60 - Lebesgue differentiation theorem |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 61 - Absolutely continuous functions - I |
Link |
NOC:Measure Theory (Prof. E. K. Narayanan) |
Lecture 62 - Absolutely continuous functions - II |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 1 - Motivation for K-algebraic sets |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 2 - Definitions and examples of Affine Algebraic Set |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 3 - Rings and Ideals |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 4 - Operation on Ideals |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 5 - Prime Ideals and Maximal Ideals |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 6 - Krull's Theorem and consequences |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 7 - Module, submodules and quotient modules |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 8 - Algebras and polynomial algebras |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 9 - Universal property of polynomial algebra and examples |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 10 - Finite and Finite type algebras |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 11 - K-Spectrum (K-rational points) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 12 - Identity theorem for Polynomial functions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 13 - Basic properties of K-algebraic sets |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 14 - Examples of K-algebraic sets |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 15 - K-Zariski Topology |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 16 - The map V L |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 17 - Noetherian and Artinian Ordered sets |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 18 - Noetherian induction and Transfinite induction |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 19 - Modules with Chain Conditions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 20 - Properties of Noetherian and Artinian Modules |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 21 - Examples of Artinian and Noetherian Modules |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 22 - Finite modules over Noetherian Rings |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 23 - Hilbert’s Basis Theorem (HBT) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 24 - Consequences of HBT |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 25 - Free Modules and rank |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 26 - More on Noetherian and Artinian modules |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 27 - Ring of Fractions (Localization) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 28 - Nil radical, contraction of ideals |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 29 - Universal property of S -1 A |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 30 - Ideal structure in S -1 A |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 31 - Consequences of the Correspondence of Ideals |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 32 - Consequences of the Correspondence of Ideals (Continued...) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 33 - Modules of Fraction and universal properties |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 34 - Exactness of the functor S -1 |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 35 - Universal property of Modules of Fractions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 36 - Further properties of Modules and Module of Fractions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 37 - Local-Global Principle |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 38 - Consequences of Local-Global Principle |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 39 - Properties of Artinian Rings |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 40 - Krull-Nakayama Lemma |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 41 - Properties of I K and V L maps |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 42 - Hilbert’s Nullstelensatz |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 43 - Hilbert’s Nullstelensatz (Continued...) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 44 - Proof of Zariski’s Lemma (HNS 3) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 45 - Consequences of HNS |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 46 - Consequences of HNS (Continued...) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 47 - Jacobson Ring and examples |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 48 - Irreducible subsets of Zariski Topology (Finite type K-algebra) |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 49 - Spec functor on Finite type K-algebras |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 50 - Properties of Irreducible topological spaces |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 51 - Zariski Topology on arbitrary commutative rings |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 52 - Spec functor on arbitrary commutative rings |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 53 - Topological properties of Spec A |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 54 - Example to support the term Spectrum |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 55 - Integral Extensions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 56 - Elementwise characterization of Integral extensions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 57 - Properties and examples of Integral extensions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 58 - Prime and Maximal ideals in integral extensions |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 59 - Lying over Theorem |
Link |
NOC:Introduction to Algebraic Geometry and Commutative Algebra |
Lecture 60 - Cohen-Siedelberg Theorem |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 1 - Introduction - 1 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 2 - Introduction - 2 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 3 - Priliminaries - 1 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 4 - Priliminaries - 2 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 5 - Priliminaries - 3 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 6 - Priliminaries - 4 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 7 - First order equations in two variables - 1 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 8 - First order equations in two variables - 2 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 9 - First order equations in two variables - 3 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 10 - First order equations in two variables - 4 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 11 - First order equations in two variables - 5 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 12 - First order equations in more than two variables - 6 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 13 - First order equations in more than two variables - 7 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 14 - First order equations in more than two variables - 8 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 15 - Classification - 1 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 16 - Classification - 2 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 17 - Classification - 3 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 18 - Laplace and Poisson equations - 1 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 19 - Laplace and Poisson equations - 2 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 20 - Laplace and Poisson equations - 3 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 21 - Laplace and Poisson equations - 4 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 22 - Laplace and Poisson equations - 5 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 23 - Laplace and Poisson equations - 6 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 24 - Laplace and Poisson equations - 7 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 25 - Laplace and Poisson equations - 8 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 26 - Laplace and Poisson equations - 9 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 27 - Laplace and Poisson equations - 10 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 28 - One dimensional heat equation - 1 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 29 - One dimensional heat equation - 2 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 30 - One dimensional heat equation - 3 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 31 - One dimensional heat equation - 4 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 32 - One dimensional heat equation - 5 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 33 - One dimensional heat equation - 6 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 34 - One dimensional wave equation - 1 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 35 - One dimensional wave equation - 2 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 36 - One dimensional wave equation - 3 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 37 - One dimensional wave equation - 4 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 38 - One dimensional wave equation - 5 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 39 - One dimensional wave equation - 6 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 40 - One dimensional wave equation - 7 |
Link |
NOC:First Course on Partial Differential Equations-I |
Lecture 41 - One dimensional wave equation - 8 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 1 - Introduction |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 2 - HJE 1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 3 - HJE 2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 4 - HJE 3 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 5 - HJE 4 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 6 - HJE 5 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 7 - HJE 6 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 8 - CL1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 9 - CL2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 10 - CL3 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 11 - CL4 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 12 - CL5 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 13 - CL6 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 14 - Perron Method - 1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 15 - Perron Method - 2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 16 - Perron Method - 3 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 17 - Perron Method - 4 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 18 - Newtonian Potential - 1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 19 - Newtonian Potential - 2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 20 - Newtonian Potential - 3 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 21 - Newtonian Potential - 4 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 22 - Newtonian Potential - 5 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 23 - Eigen Value Problem - 1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 24 - Eigen Value Problem - 2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 25 - Heat Equation - 1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 26 - Heat Equation - 2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 27 - Heat Equation - 3 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 28 - Heat Equation - 4 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 29 - Heat Equation - 5 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 30 - Wave Equation - 1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 31 - Wave Equation - 2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 32 - Wave Equation - 3 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 33 - Wave Equation - 4 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 34 - Wave Equation - 5 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 35 - Wave Equation - 6 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 36 - Wave Equation - 7 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 37 - Weak Solutions - 1 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 38 - Weak Solutions - 2 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 39 - Weak Solutions - 3 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 40 - Weak Solutions - 4 |
Link |
NOC:First Course on Partial Differential Equations - II |
Lecture 41 - Weak Solutions - 5 |
Link |
Matrix Theory |
Lecture 1 - Course introduction and properties of matrices |
Link |
Matrix Theory |
Lecture 2 - Vector spaces |
Link |
Matrix Theory |
Lecture 3 - Basis, dimension |
Link |
Matrix Theory |
Lecture 4 - Linear transforms |
Link |
Matrix Theory |
Lecture 5 - Fundamental subspaces of a matrix |
Link |
Matrix Theory |
Lecture 6 - Fundamental theorem of linear algebra |
Link |
Matrix Theory |
Lecture 7 - Properties of rank |
Link |
Matrix Theory |
Lecture 8 - Inner product |
Link |
Matrix Theory |
Lecture 9 - Gram-schmidt algorithm |
Link |
Matrix Theory |
Lecture 10 - Orthonormal matrices definition |
Link |
Matrix Theory |
Lecture 11 - Determinant |
Link |
Matrix Theory |
Lecture 12 - Properties of determinants |
Link |
Matrix Theory |
Lecture 13 - Introduction to norms and inner products |
Link |
Matrix Theory |
Lecture 14 - Vector norms and their properties |
Link |
Matrix Theory |
Lecture 15 - Applications and equivalence of vector norms |
Link |
Matrix Theory |
Lecture 16 - Summary of equivalence of norms |
Link |
Matrix Theory |
Lecture 17 - Dual norms |
Link |
Matrix Theory |
Lecture 18 - Properties and examples of dual norms |
Link |
Matrix Theory |
Lecture 19 - Matrix norms |
Link |
Matrix Theory |
Lecture 20 - Matrix norms: Properties |
Link |
Matrix Theory |
Lecture 21 - Induced norms |
Link |
Matrix Theory |
Lecture 22 - Induced norms and examples |
Link |
Matrix Theory |
Lecture 23 - Spectral radius |
Link |
Matrix Theory |
Lecture 24 - Properties of spectral radius |
Link |
Matrix Theory |
Lecture 25 - Convergent matrices, Banach lemma |
Link |
Matrix Theory |
Lecture 26 - Recap of matrix norms and Levy-Desplanques theorem |
Link |
Matrix Theory |
Lecture 27 - Equivalence of matrix norms and error in inverses of linear systems |
Link |
Matrix Theory |
Lecture 28 - Errors in inverses of matrices |
Link |
Matrix Theory |
Lecture 29 - Errors in solving systems of linear equations |
Link |
Matrix Theory |
Lecture 30 - Introduction to eigenvalues and eigenvectors |
Link |
Matrix Theory |
Lecture 31 - The characteristic polynomial |
Link |
Matrix Theory |
Lecture 32 - Solving characteristic polynomials, eigenvectors properties |
Link |
Matrix Theory |
Lecture 33 - Similarity |
Link |
Matrix Theory |
Lecture 34 - Diagonalization |
Link |
Matrix Theory |
Lecture 35 - Relationship between eigenvalues of BA and AB |
Link |
Matrix Theory |
Lecture 36 - Eigenvector and principle of biorthogonality |
Link |
Matrix Theory |
Lecture 37 - Unitary matrices |
Link |
Matrix Theory |
Lecture 38 - Properties of unitary matrices |
Link |
Matrix Theory |
Lecture 39 - Unitary equivalence |
Link |
Matrix Theory |
Lecture 40 - Schur's triangularization theorem |
Link |
Matrix Theory |
Lecture 41 - Cayley-Hamilton theorem |
Link |
Matrix Theory |
Lecture 42 - Uses of cayley-hamilton theorem and diagonalizability revisited |
Link |
Matrix Theory |
Lecture 43 - Normal matrices: Definition and fundamental properties |
Link |
Matrix Theory |
Lecture 44 - Fundamental properties of normal matrices |
Link |
Matrix Theory |
Lecture 45 - QR decomposition and canonical forms |
Link |
Matrix Theory |
Lecture 46 - Jordan canonical form |
Link |
Matrix Theory |
Lecture 47 - Determining the Jordan form of a matrix |
Link |
Matrix Theory |
Lecture 48 - Properties of the Jordan canonical form - Part 1 |
Link |
Matrix Theory |
Lecture 49 - Properties of the Jordan canonical form - Part 2 |
Link |
Matrix Theory |
Lecture 50 - Properties of convergent matrices |
Link |
Matrix Theory |
Lecture 51 - Polynomials and matrices |
Link |
Matrix Theory |
Lecture 52 - Other canonical forms and factorization of matrices: Gaussian elimination and LU factorization |
Link |
Matrix Theory |
Lecture 53 - LU decomposition |
Link |
Matrix Theory |
Lecture 54 - LU decomposition with pivoting |
Link |
Matrix Theory |
Lecture 55 - Solving pivoted system and LDM decomposition |
Link |
Matrix Theory |
Lecture 56 - Cholesky decomposition and uses |
Link |
Matrix Theory |
Lecture 57 - Hermitian and symmetric matrix |
Link |
Matrix Theory |
Lecture 58 - Properties of hermitian matrices |
Link |
Matrix Theory |
Lecture 59 - Variational characterization of Eigenvalues: Rayleigh-Ritz theorem |
Link |
Matrix Theory |
Lecture 60 - Variational characterization of eigenvalues (Continued...) |
Link |
Matrix Theory |
Lecture 61 - Courant-Fischer theorem |
Link |
Matrix Theory |
Lecture 62 - Summary of Rayliegh-Ritz and Courant-Fischer theorems |
Link |
Matrix Theory |
Lecture 63 - Weyl's theorem |
Link |
Matrix Theory |
Lecture 64 - Positive semi-definite matrix, monotonicity theorem and interlacing theorems |
Link |
Matrix Theory |
Lecture 65 - Interlacing theorem - I |
Link |
Matrix Theory |
Lecture 66 - Interlacing theorem - II (Converse) |
Link |
Matrix Theory |
Lecture 67 - Interlacing theorem (Continued...) |
Link |
Matrix Theory |
Lecture 68 - Eigenvalues: Majorization theorem and proof |
Link |
Matrix Theory |
Lecture 69 - Location and perturbation of Eigenvalues - Part 1: Dominant diagonal theorem |
Link |
Matrix Theory |
Lecture 70 - Location and perturbation of Eigenvalues - Part 2: Gersgorin's theorem |
Link |
Matrix Theory |
Lecture 71 - Implications of Gersgorin disc theorem, condition of eigenvalues |
Link |
Matrix Theory |
Lecture 72 - Condition of eigenvalues for diagonalizable matrices |
Link |
Matrix Theory |
Lecture 73 - Perturbation of eigenvalues Birkhoff's theorem Hoffman-Weiland ttheorem |
Link |
Matrix Theory |
Lecture 74 - Singular value definition and some remarks |
Link |
Matrix Theory |
Lecture 75 - Proof of singular value decomposition theorem |
Link |
Matrix Theory |
Lecture 76 - Partitioning the SVD |
Link |
Matrix Theory |
Lecture 77 - Properties of SVD |
Link |
Matrix Theory |
Lecture 78 - Generalized inverse of matrices |
Link |
Matrix Theory |
Lecture 79 - Least squares |
Link |
Matrix Theory |
Lecture 80 - Constrained least squares |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 1 - Finite dimensional Spectral theorem |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 2 - Compact operators |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 3 - Spectral theorem for Compact self-adjoint operators |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 4 - Spectral theorem for Compact Normal operators |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 5 - Banach algebras |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 6 - Gelfand-Mazur theorem |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 7 - Spectral radius |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 8 - Multiplicative functionals |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 9 - Gelfand transform - I |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 10 - Gelfand transform - II |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 11 - C* algebras |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 12 - Examples and Wiener’s theorem |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 13 - Gelfand-Naimark theorem |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 14 - Non-unital Banach algebras |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 15 - Non-unital C* algebra |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 16 - Gelfand transform of non-unital C*algebras |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 17 - Gelfand-Naimark theorem for non-unital C* algebras |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 18 - Continuous functional calculus |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 19 - Bounded functional calculus - I |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 20 - Bounded functional calculus - II |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 21 - Projection valued measures |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 22 - Bounded functional calculus with respect to a projection valued measure |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 23 - Spectral Theorem - I |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 24 - Spectral theorem - II |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 25 - Some applications |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 26 - Spectral theorem for a bounded normal operator |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 27 - Resolution of identity - I |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 28 - Resolution of identity - II |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 29 - Resolution of identity - III |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 30 - Resolution of identity - IV |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 31 - Equivalence of various forms of spectral theorems - I |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 32 - Equivalence of various forms of spectral theorems - II |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 33 - Spectrum of a self-adjoint operator - I |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 34 - Spectrum of a self-adjoint operator - II |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 35 - Commuting family of self-adjoint operators |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 36 - Continuous functional calculus for commuting family of self-adjoint operators - I |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 37 - Continuous functional calculus for commuting family of self-adjoint operators - II |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 38 - Fuglede’s theorem |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 39 - Spectral theorem for commuting finite family of normal operators |
Link |
NOC:C* Algebras and Spectral Theorem |
Lecture 40 - Multiplicity theory |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 1 - Introduction - 1 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 2 - Preliminaries - 1 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 3 - Preliminaries - 2 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 4 - Priliminaries - 3 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 5 - Priliminaries - 4 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 6 - Preliminaries - 5 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 7 - Prelimunaries - 6 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 8 - Preliminaries - 7 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 9 - Preliminaries - 8 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 10 - Preliminaries - 9 |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 11 - Introduction to Distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 12 - Properties and Examples |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 13 - Convergence of distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 14 - Convergence of distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 15 - Calculus in the space of distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 16 - Further discussion on Distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 17 - Order and support of a distribution |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 18 - Laplace and Poisson equations - Distributions with compact support |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 19 - Validity of the definition of the support |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 20 - Convolution and Fourier transform of distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 21 - The Schwartz space andAKN Lec 15 its dual |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 22 - Fourier transform of a tempered distribution, convolution |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 23 - Properties of Convolution |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 24 - Further discussion on Fourier transform and convolution |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 25 - Convolution of two distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 26 - Convolution of distributions |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 27 - Introduction to Sobolev spaces |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 28 - Properties of Sobloev Spaces |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 29 - Extension and Density results |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 30 - General Extension result |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 31 - Integration on a smooth surface |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 32 - A more general extension result |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 33 - Notion of the trace |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 34 - A compactness theorem |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 35 - Equivalent norms |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 36 - Sobolev lemma |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 37 - Sobolev lemma (Continued...) |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 38 - Analysis near the boundary |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 39 - Trace in the upper half space |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 40 - Trace in the upper half space |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 41 - Supplementary lecture |
Link |
NOC:Advanced Partial Differential Equations (Part I: Distributions and Sobolev Spaces) |
Lecture 42 - Supplementary lecture |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 1 - Introduction and Outline |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 2 - Review of Sobolev spaces - 1 |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 3 - Review of Sobolev spaces - 2 |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 4 - Review of Sobolev spaces - 3 |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 5 - Review of Sobolev spaces - 4 |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 6 - Review of Sobolev spaces - 5 |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 7 - Elliptic equations and weak formulation |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 8 - Abstract Formulation |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 9 - Variational Inequality |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 10 - Babuska-Brezzi Theorem |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 11 - Strong vs Weak Form of PDE |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 12 - General Second Order Equations |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 13 - Non-uniqueness of Neumann problem |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 14 - Biharmonic equation, Stokes system |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 15 - Stokes system (Continued...) |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 16 - Regularity of Ellptic Equations |
Link |
NOC:Advanced Course on Partial Differential Equations - II |
Lecture 17 - Regularity (Continued...) |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 18 - Maximum and Minimum Principles for weak formulation |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 19 - Spectrum of the Laplace operator |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 20 - First eigenvalue of the Laplace operator and a brief discussion of a Galerkin method |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 21 - Introduction to semi-groups and unbounded operators |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 22 - Spectrum of an operator |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 23 - Examples of operators and operators in a Hilbert space |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 24 - Perturbation of an operator, Kato theorems. Definition of a semi-group |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 25 - Semi-group and its infinitesimal generator |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 26 - Examples of semi-groups; spectrum and resolvent of the infinitesimal generator |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 27 - An application. Saturation theorem |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 28 - Hille-Yosida Theorem |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 29 - Lumer-Philips Theorem. Stone's theorem |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 30 - Abstract Cauchy Problem |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 31 - Semi-group arising from the heat equation |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 32 - Geneartor of the heat semi-group |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 33 - Semi-group arising from the wave equation |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 34 - Semi-group arising from the wave equation in energy space |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 35 - Wave equation in energy space |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 36 - Wave equation in energy space (Continued...) |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 37 - Semi-group arising from the wave equation in H^1 x L^2 |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 38 - Schroedinger equation in free space |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 39 - Schroedinger equation with a potential. Application of Kato's theorem |
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NOC:Advanced Course on Partial Differential Equations - II |
Lecture 40 - Equations in a bounded domain. Concluding remarks |
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NOC:Introduction to Group Theory |
Lecture 1 - Motivation of group theory |
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NOC:Introduction to Group Theory |
Lecture 2 - Definition of a group |
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NOC:Introduction to Group Theory |
Lecture 3 - Examples of groups |
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NOC:Introduction to Group Theory |
Lecture 4 - The symmetric group |
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NOC:Introduction to Group Theory |
Lecture 5 - Subgroups of integers |
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NOC:Introduction to Group Theory |
Lecture 6 - Basic properties of groups |
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NOC:Introduction to Group Theory |
Lecture 7 - Subgroups of a group |
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NOC:Introduction to Group Theory |
Lecture 8 - Subgroup generated by subsets of a group |
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NOC:Introduction to Group Theory |
Lecture 9 - Group of integers modulo n |
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NOC:Introduction to Group Theory |
Lecture 10 - Some elementary number theory - I |
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NOC:Introduction to Group Theory |
Lecture 11 - Some elementary number theory - II |
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NOC:Introduction to Group Theory |
Lecture 12 - Order of an elements in a group |
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NOC:Introduction to Group Theory |
Lecture 13 - Cyclic groups and its subgroups |
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NOC:Introduction to Group Theory |
Lecture 14 - Characterization of cyclic groups |
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NOC:Introduction to Group Theory |
Lecture 15 - Examples of cosets of a subgroup in a group |
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NOC:Introduction to Group Theory |
Lecture 16 - Cosets of a subgroup of a group |
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NOC:Introduction to Group Theory |
Lecture 17 - Lagrange's Theorem |
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NOC:Introduction to Group Theory |
Lecture 18 - Number theoretic applications of Lagrange's Theorem |
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NOC:Introduction to Group Theory |
Lecture 19 - Normal subgroup |
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NOC:Introduction to Group Theory |
Lecture 20 - Some useful definitions |
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NOC:Introduction to Group Theory |
Lecture 21 - Internal direct product |
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NOC:Introduction to Group Theory |
Lecture 22 - More on normal subgroups |
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NOC:Introduction to Group Theory |
Lecture 23 - Normalizer of a subgroup |
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NOC:Introduction to Group Theory |
Lecture 24 - First Isomorphism Theorem |
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NOC:Introduction to Group Theory |
Lecture 25 - Second Isomorphism Theorem |
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NOC:Introduction to Group Theory |
Lecture 26 - Third Isomorphism Theorem |
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NOC:Introduction to Group Theory |
Lecture 27 - Group acting on a set |
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NOC:Introduction to Group Theory |
Lecture 28 - Group action - Examples |
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NOC:Introduction to Group Theory |
Lecture 29 - Isometries of the plane is a group |
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NOC:Introduction to Group Theory |
Lecture 30 - Orthogonal maps |
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NOC:Introduction to Group Theory |
Lecture 31 - Dihedral groups |
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NOC:Introduction to Group Theory |
Lecture 32 - Finite subgroups of the orthogonal group |
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NOC:Introduction to Group Theory |
Lecture 33 - Group acting on a set |
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NOC:Introduction to Group Theory |
Lecture 34 - Group action - Examples |
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NOC:Introduction to Group Theory |
Lecture 35 - Orbit-decomposition Theorem |
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NOC:Introduction to Group Theory |
Lecture 36 - Stabilizer of a subset |
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NOC:Introduction to Group Theory |
Lecture 37 - Applications of group action |
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NOC:Introduction to Group Theory |
Lecture 38 - Class equation |
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NOC:Introduction to Group Theory |
Lecture 39 - Some more applications of group action |
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NOC:Introduction to Group Theory |
Lecture 40 - G-sets and morphisms |
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NOC:Introduction to Group Theory |
Lecture 41 - More examples |
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NOC:Introduction to Group Theory |
Lecture 42 - Burnside's lemma |
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NOC:Introduction to Group Theory |
Lecture 43 - The Sylow's theorems |
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NOC:Introduction to Group Theory |
Lecture 44 - The Sylow's theorems (Continued...) |
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NOC:Introduction to Group Theory |
Lecture 45 - Application of Sylow's Theorems |
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NOC:Introduction to Group Theory |
Lecture 46 - Semidirect product of groups |
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NOC:Introduction to Group Theory |
Lecture 47 - Automorphisms of groups |
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NOC:Introduction to Group Theory |
Lecture 48 - Symmetric and alternating groups |
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NOC:Introduction to Group Theory |
Lecture 49 - Conjugacy in the symmetric group |
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NOC:Introduction to Group Theory |
Lecture 50 - Conjugacy in the symmetric group (Continued...) |
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NOC:Introduction to Group Theory |
Lecture 51 - Simplicity of the alternating groups |
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NOC:Introduction to Group Theory |
Lecture 52 - The sign map |
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NOC:Introduction to Group Theory |
Lecture 53 - The sign map (Continued...) |
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NOC:Introduction to Group Theory |
Lecture 54 - Structure theorem for finite abelian groups (using invariant factors) |
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NOC:Introduction to Group Theory |
Lecture 55 - The structure theorem for finite abelian groups |
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NOC:Introduction to Group Theory |
Lecture 56 - Proof of the structure theorem for finite abelian groups (Continued...) |
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NOC:Introduction to Group Theory |
Lecture 57 - Proof of the structure theorem for finite abelian groups |
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NOC:Introduction to Group Theory |
Lecture 58 - Structure theory of finite abelian p-groups |
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NOC:Introduction to Lie Algebras |
Lecture 1 - An Introduction to Lie Algebras |
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NOC:Introduction to Lie Algebras |
Lecture 2 - Lie subalgebra and Homomorphism |
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NOC:Introduction to Lie Algebras |
Lecture 3 - Some Problems |
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NOC:Introduction to Lie Algebras |
Lecture 4 - Ideals and Quotient algebras |
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NOC:Introduction to Lie Algebras |
Lecture 5 - Isomorphism theorems |
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NOC:Introduction to Lie Algebras |
Lecture 6 - Correspondence between ideals |
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NOC:Introduction to Lie Algebras |
Lecture 7 - Low dimensional Lie algebra - 1 |
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NOC:Introduction to Lie Algebras |
Lecture 8 - Low dimensional Lie algebra - 2 |
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NOC:Introduction to Lie Algebras |
Lecture 9 - Some more definitions |
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NOC:Introduction to Lie Algebras |
Lecture 10 - Solvable and nilpotent Lie algebra |
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NOC:Introduction to Lie Algebras |
Lecture 11 - Nilpotent Lie algebra |
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NOC:Introduction to Lie Algebras |
Lecture 12 - The invariance Lemma |
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NOC:Introduction to Lie Algebras |
Lecture 13 - Engel's and Lie's Theorem |
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NOC:Introduction to Lie Algebras |
Lecture 14 - Engel's and Lie's Theorem (Continued...) |
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NOC:Introduction to Lie Algebras |
Lecture 15 - Lie's Theorem |
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NOC:Introduction to Lie Algebras |
Lecture 16 - Basics of Representation Theory |
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NOC:Introduction to Lie Algebras |
Lecture 17 - Basics of Representation Theory (Continued...) |
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NOC:Introduction to Lie Algebras |
Lecture 18 - Schur's lemma |
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NOC:Introduction to Lie Algebras |
Lecture 19 - Finite dimensional representations of of sl2(C) |
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NOC:Introduction to Lie Algebras |
Lecture 20 - Classification of finite dimensional representations of sl2(C) |
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NOC:Introduction to Lie Algebras |
Lecture 21 - Complete reducibility of finite dimensional representation of sl2(C) - Part 1 |
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NOC:Introduction to Lie Algebras |
Lecture 22 - Complete reducibility of finite dimensional representation of sl2(C) - Part 2 |
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NOC:Introduction to Lie Algebras |
Lecture 23 - Applications of Lie's and Engel's theorem |
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NOC:Introduction to Lie Algebras |
Lecture 24 - Applications of Weyl's Theorem for sl2(C) |
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NOC:Introduction to Lie Algebras |
Lecture 25 - New representations form given representations |
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NOC:Introduction to Lie Algebras |
Lecture 26 - Primary decomposition Theorem and Jordan-Chevalley decomposition |
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NOC:Introduction to Lie Algebras |
Lecture 27 - Cartan's criteria for solvability |
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NOC:Introduction to Lie Algebras |
Lecture 28 - Cartan's criteria for semisimplicity and its consequences |
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NOC:Introduction to Lie Algebras |
Lecture 29 - Abstract Jordan decomposition in semisimple Lie algebras |
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NOC:Introduction to Lie Algebras |
Lecture 30 - Casimir element of a representation of a semisimple Lie algebra |
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NOC:Introduction to Lie Algebras |
Lecture 31 - Weyl's Theorem of complete reducibility for semisimple Lie algebras |
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NOC:Introduction to Lie Algebras |
Lecture 32 - Root space decomposition of semisimple Lie algebras |
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NOC:Introduction to Lie Algebras |
Lecture 33 - Centralizer of a maximal toral subalgebra |
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NOC:Introduction to Lie Algebras |
Lecture 34 - Properties of roots |
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NOC:Introduction to Lie Algebras |
Lecture 35 - More properties of roots |
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NOC:Introduction to Lie Algebras |
Lecture 36 - Rationality of roots |
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NOC:Introduction to Lie Algebras |
Lecture 37 - Abstract root system and Weyl groups |
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NOC:Introduction to Lie Algebras |
Lecture 38 - Isomorphism of Root systems and dual root systems |
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NOC:Introduction to Lie Algebras |
Lecture 39 - Root systems of Ranks 1 and 2 |
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NOC:Introduction to Lie Algebras |
Lecture 40 - Classification of rank 2 root systems |
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NOC:Introduction to Lie Algebras |
Lecture 41 - Base of a root system |
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NOC:Introduction to Lie Algebras |
Lecture 42 - Classification of bases |
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NOC:Introduction to Lie Algebras |
Lecture 43 - Basic properties of simple roots |
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NOC:Introduction to Lie Algebras |
Lecture 44 - Characterization of length function |
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NOC:Introduction to Lie Algebras |
Lecture 45 - Decomposition of root systems |
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NOC:Introduction to Lie Algebras |
Lecture 46 - Root lengths, Cartan Matrices |
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NOC:Introduction to Lie Algebras |
Lecture 47 - Cartan matrices and Dynkin diagrams |
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NOC:Introduction to Lie Algebras |
Lecture 48 - Classification of Root systems |
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NOC:Introduction to Lie Algebras |
Lecture 49 - Classification of Root systems (Continued...) |
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NOC:Introduction to Lie Algebras |
Lecture 50 - Concrete description of root systems |
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NOC:Introduction to Lie Algebras |
Lecture 51 - Uniqueness of root systems |
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NOC:Introduction to Lie Algebras |
Lecture 52 - Isomorphism theorem |
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NOC:Introduction to Lie Algebras |
Lecture 53 - Isomorphism theorem (Continued...) |
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NOC:Introduction to Lie Algebras |
Lecture 54 - Generators and relations |
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NOC:Introduction to Lie Algebras |
Lecture 55 - Serre presentation |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 1 - Basic Theory of Lie algebras |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 2 - Basic Theory of Lie algebras (Continued...) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 3 - Basic Theory of Lie algebras (Continued...) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 4 - Representation Theory of Lie algebras |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 5 - Representation Theory of Lie algebras (Continued...) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 6 - Representation of Lie algebras |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 7 - Classification of 2 dimensional representation of two dimensional non-abelian Lie algebra |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 8 - Isomorphism Theorem |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 9 - Characterization of completely reducible module |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 10 - Representation theory of sl2(C) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 11 - Irreducible representation of sl2(C) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 12 - Irreducible representation of sl2(C) (Continued...) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 13 - Complete reducibility of sl2(C) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 14 - Complete reducibility of sl2(C) (Continued...) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 15 - Representation theory of sl2(C)-basic observation |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 16 - Application of sl2(C) representation theory in combinatorics |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 17 - Constructions of new representations |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 18 - Construction of universal algebras - I |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 19 - Construction of universal algebras - II |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 20 - Non-degenerate and invariant bilinear forms |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 21 - Schur’s lemma and Killing form |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 22 - Killing form of general and special linear Lie algebras |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 23 - The universal enveloping algebra |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 24 - Properties of the universal enveloping algebra |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 25 - The Casimir operator for representations of gln(C) and sln(C) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 26 - Weyl’s theorem of complete reducibility |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 27 - The structure of sln+1(C) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 28 - Representations of sln+1(C) - I |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 29 - Representations of sln+1(C) - II |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 30 - Representations of sln+1(C) - III |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 31 - Casimir operator and highest weight modules - I |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 32 - Casimir operator and highest weight modules - II |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 33 - Irreducible representations of sln+1(C) |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 34 - Verma module and its irreducible quotient |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 35 - Verma modules and standard cyclic irreducible modules |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 36 - Finite dimensional standard cyclic irreducible modules |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 37 - Standard cyclic irreducible modules |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 38 - Character Theory - I |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 39 - Character Theory - II |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 40 - Deniminator Identity - Prep 1 |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 41 - Deniminator Identity - Prep 2 |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 42 - Proof of the denominator identity |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 43 - Freudenthal's formula |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 44 - The Weyl character formula |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 45 - The Laplacian operator and the Weyl Character Formula |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 46 - Proof of the Weyl Character Formula |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 47 - Applications of Weyl Character formula |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 48 - The Weyl dimension formula, Schur polynomials |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 49 - Semi-standard Young Tableaux |
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NOC:Representation Theory of General Linear Lie Algebra |
Lecture 50 - BGG resolution |