UCLA

http://www.stat.ucla.edu/~sczhu/Courses/UCLA/Stat_231/Stat_231.html

http://cs.nyu.edu/~yann/2010f-G22-2565-001/schedule.html

http://xiaodihou.wordpress.com/2009/11/29/%E5%8F%88%E4%B8%80%E6%AC%A1%E7%9C%8Bbishop%E7%9A%84prml%E7%9C%8B%E5%88%B0%E6%B0%94%E6%80%A5%E8%B4%A5%E5%9D%8F%E2%80%A6%E2%80%A6/

--

http://www.cnblogs.com/xbinworld/tag/PRML/

But one thing I don‘t like about this book is that the author used mathematical notations carelessly.

For example, lower case function p() represents pdf or/and pmf while capital P() represent the probability. The author didn‘t separate this.

Another problem is that a lot of unnecessary mathematical notations were introduced such that at the end of each chapter I always had to go back to the begining to figure out what those notations mean.

PRML