Lecture 1 - Introduction to the course - I
Lecture 2 - Introduction to the course - II
Lecture 3 - Introduction to AI - I
Lecture 4 - Introduction to AI - II
Lecture 5 - Basics of Materials Science - I
Lecture 6 - Basics of Materials Science - II
Lecture 7 - Basics of Materials Science - III
Lecture 8 - Basics of Materials Science - IV
Lecture 9 - Part 1 - Basics of Materials Science - V
Lecture 10 - Part 2 - Basics of Materials Science - VI
Lecture 11 - Part 1 - Basics of Materials Science - VII
Lecture 12 - Part 2 - Basics of Materials Science - VIII
Lecture 13 - Part 1 - Basics of Materials Science - IX
Lecture 14 - Part 2 - Basics of Materials Science - X
Lecture 15 - Part 1 - Basics of Materials Science - XI
Lecture 16 - Part 2 - Basics of Materials Science - XII
Lecture 17 - Part 1 - Basics of Materials Science - XIII
Lecture 18 - Part 2 - Basics of Materials Science - XIV
Lecture 19 - Part 1 - Basics of Materials Science - XV
Lecture 20 - Part 2 - Basics of Materials Science - XVI
Lecture 21 - Part 1 - Basics of Materials Science - XVII
Lecture 22 - Part 2 - Basics of Materials Science - XVIII
Lecture 23 - Part 1 - Basics of Materials Science - XIX
Lecture 24 - Part 2 - Basics of Materials Science - X
Lecture 25 - Part 1 - Basics of Materials Science - XI
Lecture 26 - Part 2 - Basics of Materials Science - XII
Lecture 27 - Part 1 - Basics of Materials Science - XIII
Lecture 28 - Part 2 - Basics of Materials Science - XIV
Lecture 29 - Part 1 - Machine Learning Algorithms - I
Lecture 30 - Part 2 - Machine Learning Algorithms - II
Lecture 31 - Part 1 - Machine Learning Algorithms - III
Lecture 32 - Part 2 - Machine Learning Algorithms - IV
Lecture 33 - Part 1 - Machine Learning Algorithms - V
Lecture 34 - Part 2 - Machine Learning Algorithms - VI
Lecture 35 - Part 1 - Machine Learning Algorithms - VII
Lecture 36 - Part 2 - Machine Learning Algorithms - VIII
Lecture 37 - Part 1 - Machine Learning Algorithms - IX
Lecture 38 - Part 2 - Machine Learning Algorithms - X
Lecture 39 - Part 1 - Machine Learning Algorithms - XI
Lecture 40 - Part 2 - Machine Learning Algorithms - XII
Lecture 41 - Part 1 - Machine Learning Algorithms - XIII
Lecture 42 - Part 2 - Machine Learning Algorithms - XIV
Lecture 43 - Part 1 - Machine Learning Algorithms - XV
Lecture 44 - Part 2 - Machine Learning Algorithms - XVI
Lecture 45 - Part 1 - Machine Learning Algorithms - XVII
Lecture 46 - Part 2 - Machine Learning Algorithms - XVIII
Lecture 47 - Part 1 - Deep Learning Methods - I
Lecture 48 - Part 2 - Deep Learning Methods - II
Lecture 49 - Part 1 - Deep Learning Methods - III
Lecture 50 - Part 2 - Deep Learning Methods - IV
Lecture 51 - Part 1 - Deep Learning Methods - V
Lecture 52 - Part 2 - Deep Learning Methods - VI
Lecture 53 - Part 1 - Deep Learning Methods - VII
Lecture 54 - Part 2 - Deep Learning Methods - VIII
Lecture 55 - Part 1 - Materials Design at Different Length Scale - I
Lecture 56 - Part 2 - Materials Design at Different Length Scale - II
Lecture 57 - Part 1 - Materials Design at Different Length Scale - III
Lecture 58 - Part 2 - Materials Design at Different Length Scale - IV
Lecture 59 - Part 1 - Materials Design at Different Length Scale - V
Lecture 60 - Part 2 - Materials Design at Different Length Scale - VI
Lecture 61 - Part 1 - Molecular Dynamic Simulation
Lecture 62 - Part 2 - Molecular Dynamic Simulation
Lecture 63 - Part 1 - Density Function Theory (DFT)
Lecture 64 - Part 2 - Density Function Theory (DFT)
Lecture 65 - Part 1 - Advanced Deep Learning - I
Lecture 66 - Part 2 - Advanced Deep Learning - II
Lecture 67 - Part 1 - Advanced Deep Learning - III
Lecture 68 - Part 2 - Advanced Deep Learning - IV
Lecture 69 - Part 1 - Data Preprocessing and Error Analyses - I
Lecture 70 - Part 2 - Data Preprocessing and Error Analyses - II
Lecture 71 - Part 1 - Material Informatics - I
Lecture 72 - Part 2 - Material Informatics - II
Lecture 73 - Part 1 - Materials Knowledge and Materials Data Science, Material Informatics - I
Lecture 74 - Part 2 - Materials Knowledge and Materials Data Science, Material Informatics - II
Lecture 75 - Part 1 - Materials knowledge and materials data science, Material informatics - III
Lecture 76 - Part 2 - Materials Knowledge and Materials Data Science, Material Informatics - IV
Lecture 77 - Part 1 - Materials Knowledge and Materials Data Science, Material Informatics - V
Lecture 78 - Part 2 - Conclusion
