1.牛津 deeplearning课程
https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/
https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu
2.深度学习3大巨头书籍
https://github.com/exacity/deeplearningbook-chinese
3.可汗教育
https://www.khanacademy.org
概率论 线性代数 高数
4.斯坦福
cs231n
http://cs231n.stanford.edu/
对应 youtube 视频
https://www.youtube.com/playlist?list=PLkt2uSq6rBVctENoVBg1TpCC7OQi31AlC
CS224n
http://web.stanford.edu/class/cs224n/
https://www.youtube.com/playlist?list=PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6
5. fast.ai
实操
http://www.fast.ai/
6.reinforcement
https://www.youtube.com/playlist?list=PLkFD6_40KJIwTmSbCv9OVJB3YaO4sFwkX