Machine Learning 学习资源

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