一些机器学习公开课

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Big Data, Large Scale Machine Learning： http://cilvr.cs.nyu.edu/doku.php?id=courses:bigdata:start
3rd Lisbon Machine Learning School： http://lxmls.it.pt/2013/

Unsupervised Feature Learning and Deep Learning Andrew Ng
http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=ufldl

Machine Learning Andrew Ng http://openclassroom.stanford.edu/MainFolder/CoursePage.php?course=MachineLearning

其他一些大学资料：
【Machine Learning CMU】 http://www.cs.cmu.edu/~epxing/Class/10701/previous-pages.html
【Machine Learning CMU】
http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml
【Semisupervised learning 】
http://videolectures.net/mlas06_mitchell_sla/
Principles of Artificial Intelligence:
http://cseweb.ucsd.edu/~elkan/250B/
Alex  smola Introduction to Machine Learning
http://alex.smola.org/teaching/cmu2013-10-701x/