如果你需要回顾一下机器学习的背景知识，卡内基梅隆大学（Carnegie Mellon University）的Geoff Gordon教授的机器学习系列课程非常值得学习：机器学习的数学背景（Math Background for Machine Learning）
https://www.youtube.com/playlist?list=PL7y-1rk2cCsAqRtWoZ95z-GMcecVG5mzA 。
神经网络与机器学习简介（Introduction to Neural Networks and Machine Learning）
Geoffrey E. Hinton. University of Toronto. 2014
https://sky2learn.com/preview-wjP3pHdRJvFJK-nXdR1_kg
机器学习（Machine Learning）
Ruslan Salakhutdinov. Carnegie Mellon University, Director of AI Research at Apple. This course was taught at University of Toronto. 2015
https://sky2learn.com/preview-dFtevIcJ3Af6CputGezgDA
机器学习和模式识别（Machine Learning and Pattern Recognition）
Yann LeCun. New York University, Director of AI Research at Facebook 2010
https://sky2learn.com/preview-QiHThsEgAVEy4-odxkX1Ng
从数据中学习（Learning from Data）
Yaser S. Abu-Mostafa. California Institute of Technology. 2012
https://sky2learn.com/preview-4sLonxjTQNRtKIrJ6xCkAg
机器学习（Machine Learning）
Kilian Weinberger. Cornell. 2017
Mobile friendly lecture notes
https://sky2learn.com/preview-Pq1N3D-lXlencKqqPYxANQ
机器学习（Machine Learning）
Andrew Ng. Stanford University via Coursera. Founder of Coursera. 2017
starts on 2017/12/25
https://sky2learn.com/preview-7W3n96KtqMr-3LLpsFuM2Q/
面向机器学习的神经网络（Neural Networks for Machine Learning）
Geoffrey Hinton. University of Toronto via Coursera. 2017
The newer version of his 2014 course, starts on 2017/12/25
https://sky2learn.com/preview-E9cbKYvP0WjpeNEGBkiUOA/
机器学习和自适应智能（Machine Learning and Adaptive Intelligence）
Neil Lawrence. University of Sheffield, Director of Machine Learning at Amazon. 2015
https://sky2learn.com/preview-Qo6n50aBrr1_Ku_Yd8XkJw/
神经网络和机器学习的介绍（Intro to Neural Networks and Machine Learning）
Roger Grosse. University of Toronto. 2017
https://sky2learn.com/preview-6dHXgYG3W_OCmPgPy3akGg
信息论，模式识别和神经网络（Information Theory, Pattern Recognition, and Neural Networks）
David MacKay. University of Cambridge via Videolectures.
https://sky2learn.com/preview-waGKXtKmz8A9MZZjkbnXMw/
机器学习（Machine Learning）
Tom Mitchell and Maria-Florina Balcan. Carnegie Mellon University. 2015
https://sky2learn.com/preview-F6w_2HD9j2tvUNfxE1RrNA/
机器学习（Machine Learning）
Michael Littman, Charles Isbell, and Pushkar Kolhe. Georgia Institute of Technology via Udacity. 2017
https://sky2learn.com/preview-AtFhs-yWq9fPxaDgSe_YcA
机器学习简介（Introduction to Machine Learning）
Sargur Srihari. University at Buffalo. 2017
https://sky2learn.com/preview-_wrGYyY4Rt0ExRCGN7Oytw/
机器学习——纳米级介绍（Machine Learning - Nano Degree）
Arpan Chakraborty, David Joyner, Luis Serrano, Sebastian Thrun, Vincent Vanhoucke, and Katie Malone. Udacity. 2017
https://sky2learn.com/preview-XjNZGyJsqwXORImXYdsURQ/
机器学习教程（Tutorial: Machine Learning）
Andrew Moore. Dean of School of Computer Science at Carnegie Mellon University.
https://sky2learn.com/preview-XjNZGyJsqwXORImXYdsURQ/
参考链接：
https://bigdata.evget.com/post/2183.html
