Introduction to Deep Learning Videos 动手学深度学习 PyTorch版 Books Deep Learning 西瓜书 & 南瓜书 统计学习方法 Deep Learning Theory Videos Introduction to Deep Learning Theory Generalization of Deep Learning Stanford CS229M Books Stanford CS229M Understanding Machine Learning: From Theory to Algorithms