两本Machine learning方面的书

09 十二月 2017 by yx

从网上帖子里得知两本机器学习方面的不错的书, 留着看.
(http://www.cnblogs.com/xitingxie/p/5684254.html
... 贝叶斯学派和频率学派,这两个学派的人把战场拉到了机器学习领域,成就了两本经典著作 Pattern Recognition And Machine Learning 和 The Elements of Statistical Learning ...)

  • Pattern Recognition And Machine Learning
    (CM_Bishop_Pattern_Recognition_and_Machine_Learning.pdf)

  • The Elements of Statistical Learning
    (T_Hastie_The-Elements-of-Statistical-Learning_2017Jan_print12-with-corrections.pdf)
    作者网站可下载全书pdf, 并且不断更新勘误, 最近更新到Jan 2017:
    https://web.stanford.edu/~hastie/ElemStatLearn/
    亚马逊上出售纸质书, 但缺了很多更新, 还是看网站最新pdf.