# Metadata Source URL:: https://arxiv.org/abs/2106.10165 Topics:: #ai --- # The Principles of Deep Learning Theory This book develops an effective theory approach to understanding deep neural networks of practical relevance. Beginning from a first-principles component-level picture of networks, we explain how... ## Highlights