Supervised Learning

Linear regression

[code] [naive code] [pdf]

Logistic regression

[code] [pdf]

Image classification

[code] [pdf]


Reinforcement learning

Markov Decision Process & Bellman Equation

[pdf]

Policy Iteration & Value Iteration

[code] [pdf]

Model-free RL