NPTEL - Indian Institute of Science, Bengaluru

Lec 69 Introduction to Reinforcement Learning RL

NPTEL - Indian Institute of Science, Bengaluru

Lec 68 Introduction to Large Language Models LLMs

NPTEL - Indian Institute of Science, Bengaluru

Lec 67 Variational Auto Encoders VAEs

NPTEL - Indian Institute of Science, Bengaluru

Lec 66 GAN - Generative Adversarial Networks

NPTEL - Indian Institute of Science, Bengaluru

Lec 65 Introduction to Generative Models

NPTEL - Indian Institute of Science, Bengaluru

Lec 64 NCE, Info-NCE, SimCLR, JEPA

NPTEL - Indian Institute of Science, Bengaluru

Lec 63 NCE - Noise Contrastive Estimation

NPTEL - Indian Institute of Science, Bengaluru

Lec 62 PCA - Principal Component Analysis

NPTEL - Indian Institute of Science, Bengaluru

Lec 61 K-Means Clustering

NPTEL - Indian Institute of Science, Bengaluru

Lec 60 Un-Supervised Learning

NPTEL - Indian Institute of Science, Bengaluru

Lec 59 Cross Validation

NPTEL - Indian Institute of Science, Bengaluru

Lec 58 Ada-Boosting

NPTEL - Indian Institute of Science, Bengaluru

Lec 48 Special Topics-2 Associative Memories -Hopfield Model

NPTEL - Indian Institute of Science, Bengaluru

Lec 47 Special Topics-1 Quantum Memories

NPTEL - Indian Institute of Science, Bengaluru

Lec 46 2D XY Model - Kosterlitz-Thouless Transition

NPTEL - Indian Institute of Science, Bengaluru

Lec 45 Wilsonian RG - O(n) Non-Linear Sigma Model

NPTEL - Indian Institute of Science, Bengaluru

Lec 44 Beyond Gaussian - O(n) LG Theory

NPTEL - Indian Institute of Science, Bengaluru

Lec 43 Wilsonian RG - O(n) LG Theory

NPTEL - Indian Institute of Science, Bengaluru

Lec 42 Wilsonian RG - Gaussian Theory

NPTEL - Indian Institute of Science, Bengaluru

Lec 40 Using Generative AI for Assessments

NPTEL - Indian Institute of Science, Bengaluru

Lec 39 Assignment Module in Moodle

NPTEL - Indian Institute of Science, Bengaluru

Lec 38 Quiz Module in Moodle

NPTEL - Indian Institute of Science, Bengaluru

Lec 37 Assessment Instruments in Moodle

NPTEL - Indian Institute of Science, Bengaluru

Lec 36 Introduction to Moodle for Assessments

NPTEL - Indian Institute of Science, Bengaluru

Lec 35 Review of Assessment Lifecyle

NPTEL - Indian Institute of Science, Bengaluru

Lec 57 Gradient Boosting Algorithm

NPTEL - Indian Institute of Science, Bengaluru

Lec 56 Ensemble Methods, Bagging and Boosting

NPTEL - Indian Institute of Science, Bengaluru

Lec 55 Regression Trees

NPTEL - Indian Institute of Science, Bengaluru

Lec 54 Decision Trees and Impurity Measures

NPTEL - Indian Institute of Science, Bengaluru

Lec 34 Assessing Internship Learning Outcomes

NPTEL - Indian Institute of Science, Bengaluru