Book I · Chapter 5

Neural network foundations

Understand expressiveness, optimization by backpropagation, and stable deep networks.

Priority

Core

Difficulty

Foundation

Useful for

All ML roles

Interview rounds

ML breadth, ML implementation

Read first: Linear algebra and geometry