一、资料大全（包括机器学习，深度学习，自然语言处理等） https://github.com/yew1eb/machine-learning/blob/master/ML%20%26%20DL/deep-learning.md;
二、各个领域具体应用（推荐系统，异常检测等） https://github.com/smartbooks/ml-study/tree/master/doc；
三、机器学习笔记--吴恩达 http://daniellaah.github.io/2016/CS229-Machine-Learning-Notes-Lecture-1-4-%E4%B8%8B.html； http://logos.name/archives/236；
四、机器学习博客汇总
4.1 http://blog.csdn.net/stdcoutzyx/article/category/2697301; --张雨石
4.2 https://github.com/zlotus/notes-LSJU-machine-learning;--
4.3 https://vsooda.github.io/category/#ml; --Liu Shouda
4.4 http://colah.github.io/;
4.5 http://blog.csdn.net/u012328159/article/category/6115659/2; -- 天泽28
4.6 http://www.cnblogs.com/maybe2030/p/5678387.html; --Poll
4.7 http://blog.csdn.net/sinat_33761963/article/category/6564080; --王小草
4.8 http://www.cnblogs.com/jerrylead/archive/2011/03/13/1982639.html; --JerryLead
4.9 http://blog.csdn.net/han_xiaoyang/article/category/5877239/2; --寒小阳
4.10 http://www.cnblogs.com/LeftNotEasy/tag/machine%20learning/; --Wangda Tan
4.11 http://www.cnblogs.com/tornadomeet/category/361811.html; --tornadomeet
4.12 http://studyai.site/tags/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0/page/2/; --studyAI
4.13 http://freemind.pluskid.org/archive/; --Free Mind