https://cs182sp21.github.io/

https://d2l.ai/

Optimization Methods

Backpropagration

Training Heuristics for Generalization

Convolutional Neural Networks

Recurrent Neural Networks

LLMs

Autoencoders

Generative Models

Midterm Review

Midterm 2 Review