Machine Learning Materials

Scikit-learn.org an open source machine learning Python Tool

Http://scikit-learn.org/stable/tutorial/machine_learning_map/index.html

Theano-phthon Deep Learning Algorithm Library

Python scientific computing Library

Http://sebug.net/paper/books/scipydoc/index.html

Machine Learning Algorithm for common interviews

Http://www.chinakdd.com/article-oyU85v018dQL0Iu.html

Unsupervised feature learning and deep learning

Http://deeplearning.stanford.edu/wiki/index.php/UFLD

Deep Learning-an MIT Press book in preparation

Http://www.iro.umontreal.ca /~ Bengioy/dlbook/

Some books:

The elements of Statistical Learning: Data Mining, inference, andprediction, (second edition of statistical learning basics: Data Mining, reasoning, and prediction)

Pattern Recognition and machine learning Pral

Programming collective intelligence (Chinese translation collective Smart Programming)

Algorithms of the Intelligent Web (Chinese Translation: Intelligent Web algorithm)

Data Mining: Concepts andtechniques (Data Mining: Concepts and Technology)

Statistical Learning Methods

Some blogs:

Http://www.cnblogs.com/tornadomeet/archive/2013/03/14/2959138.html

Http://blog.csdn.net/abcjennifer/article/details/7826917

Machine Learning Materials