Week 3
Automatic Differentiation, Distributed Representation
Prof. Roger Grosse’s notes on autodiff and word embeddings
Notes on Backpropagation https://cs231n.github.io/optimization-2/
Automatic Differentiation in Machine Learning: a Survey (2018) https://arxiv.org/pdf/1502.05767.pdf
In-person lab session: numerical gradients / word embeddings lab02
Lec3 pre-recorded videos with quizzes