CS 7641: Machine Learning Course Videos

ML Is The ROX

SL 1 - Decision Trees

SL 2 - Regression & Classification

SL 3 - Neural Networks

SL 4 - Instance Based Learning

SL 5 - Ensemble B&B

SL 6 - Kernel Methods & SVMs

SL 7 - Comp Learning Theory

SL 8 - VC Dimensions

SL 9 - Bayesian Learning

SL 10 - Bayesian Inference

UL 1 - Randomized Optimization

UL 2 - Clustering

UL 3 - Feature Selection

UL 4 - Feature Transformation

UL 5 - Info Theory

RL 1 - Markov Decision Processes

RL 2 - Reinforcement Learning

RL 3 - Game Theory

RL 4 - Game Theory Continued

Outro