1. Deep Learning Hugo Larochelle's neural network & deep learning tutorial videos, subtitled & screengrabbed youtube deeplearning.ai 网易云课堂 CS231n: Convolutional Neural Networks for Visual Recognition Schedule and Syllabus 网易云课堂 old UFLDL tutorial new UFLDL Tutorial Neural Networks and Deep Learning 2. PGM(Probabilistic Graphical Models) Probabilistic Graphical Models course on cousera BooK: Probabilistic Graphical Models - Principles and Techniques ,by Daphne Koller 3. Machine Learning CS 229 Machine Learning Course Materials Machine Learning Foundations & Techniques 4. Reinforcement Learning Reinforcement Learning:An Introduction Reinforcement Learning Tutorials