Foundations of Deep Learning (Hugo Larochelle, Twitter)
Lex Fridman
Hugo Larochelle presents an overview of the foundations of deep learning, focusing on multi-layer feedforward neural networks used for classification tasks. He begins by establishing notation where a network takes an input vector $x$ and produces output probabilities via hidden layers that introduce …