1.牛津 deeplearning課程
https://www.cs.ox.ac.uk/people/nando.defreitas/machinelearning/
https://www.youtube.com/playlist?list=PLE6Wd9FR--EfW8dtjAuPoTuPcqmOV53Fu
2.深度學習3大巨頭書籍
? ?https://github.com/exacity/deeplearningbook-chinese
3.可汗教育
? ? https://www.khanacademy.org
? ? ?概率論 ? 線性代數 ? 高數
4.斯坦福
cs231n?
http://cs231n.stanford.edu/
對應 youtube 視頻
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?
實操
http://www.fast.ai/
6.reinforcement
https://www.youtube.com/playlist?list=PLkFD6_40KJIwTmSbCv9OVJB3YaO4sFwkX