个人博客:
http://macshuo.com/
http://mindhacks.cn/
http://hedengcheng.com/?p=803
http://shenfeng.me/resume/index.html
一些开源库:
http://radimrehurek.com/gensim/tutorial.html
http://mymedialite.net/index.html
http://prea.gatech.edu/
http://svdfeature.apexlab.org/wiki/Main_Page
NLP:http://www.52nlp.cn/
http://blog.csdn.net/yangliuy/article/details/8330640
http://www-nlp.stanford.edu/links/statnlp.html
机器学习:http://blog.csdn.net/abcjennifer/article/details/7691571
http://blog.csdn.net/abcjennifer/article/details/7691571
http://www.cs.cmu.edu/~tom/10701_sp11/lectures.shtml
https://class.coursera.org/ml-004/lecture/index
PRML:http://www.xperseverance.net/blogs/tag/prml/
常见面试之机器学习算法思想简单梳理:http://m.baidu.com/from=1099a/bd_page_type=1/ssid=0/uid=0/w=0_10_%E5%B8%B8%E8%A7%81%E9%9D%A2%E8%AF%95%E4%B9%8B%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E6%80%9D%E6%83%B3/t=zbios/l=3/tc?ref=www_zbios&pu=sz%401320_480%2Ccuid%40983B3A342B47337C5482DC80F1C1E2801A8689A29FNLCREFHER%2Ccua%40640_1136_iphone_5.0.0.0_0%2Ccut%40iPhone5%252C2_7.0.4%2Cosname%40baiduboxapp%2Cctv%401%2Ccfrom%401099a%2Ccsrc%40app_box_txt%2Cusm%400%2Cta%40zbios_1_7.0_6_&lid=9930941787410261778&order=1&vit=osres&tj=www_normal_1_0_10&m=8&srd=1&cltj=cloud_title&dict=21&sec=35092&di=ef07e295993e25e1&bdenc=1&nsrc=HJPQPQEptyoA_yixCFOxXnANedT62v3IJBaOMmBXATq5953ybrWxBdpjWTb9MSnGUpOwdoS4ctlMcyju3mRUjMU4f4MscH9hbXzhd4jrhR32
龙星计划:http://m.baidu.com/from=1099a/bd_page_type=1/ssid=0/uid=0/w=0_10_%E5%B8%B8%E8%A7%81%E9%9D%A2%E8%AF%95%E4%B9%8B%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%AE%97%E6%B3%95%E6%80%9D%E6%83%B3/t=zbios/l=3/tc?baiduid=19C8DE206E3512DDF8650E0D6E0540F9&ref=www_zbios&pu=sz%401320_480%2Ccuid%40983B3A342B47337C5482DC80F1C1E2801A8689A29FNLCREFHER%2Ccua%40640_1136_iphone_5.0.0.0_0%2Ccut%40iPhone5%252C2_7.0.4%2Cosname%40baiduboxapp%2Cctv%401%2Ccfrom%401099a%2Ccsrc%40app_box_txt%2Cusm%400%2Cta%40zbios_1_7.0_6_&lid=9930941787410261778&vit=osres&m=8&srd=1&cltj=cloud_title&dict=21&sec=35092&di=ef07e295993e25e1&src=http%3A%2F%2Fbcmi.sjtu.edu.cn%2Fds%2Fdownload.html
SVM:http://blog.pluskid.org/?page_id=683
deep learning:http://www.cnblogs.com/tornadomeet/archive/2013/03/16/2963919.html
http://markus.com/deep-learning-101/
JerryLead:http://www.cnblogs.com/jerrylead/archive/2011/04/06/2006936.html
LETOR:http://research.microsoft.com/en-us/um/beijing/projects/letor/
数学矩阵:http://blog.csdn.net/myan/article/details/649018