Linear regression, Logistic regression, MLE
Bias, Empirical Risk and True Risk, VC dimension
SVM, Kernel Methods
Perception, Neural network, CNN, RNN, Transformer
Cross validation, experts learning, MAB
Multi Arm Bandit
Bayesian Regression