Machine Learning Resources

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Free academic courses offered by universities

CS229 (Machine Learning) course materials at Stanford University

https://www.coursera.org/learn/machine-learning/home/info   (Andrew Ng, Stanford University)

Learning from Data    (Caltech)

Unsupervised Feature Learning and Deep Learning (UFLDL)

http://deeplearning.stanford.edu/wiki/index.php/UFLDL_Recommended_Readings

UFDL tutorial

Video lectures

http://videolectures.net/Top/Computer_Science/Machine_Learning/

http://www.cs.cmu.edu/~learning/     (scroll down for videos)

Free Books

The Elements of Statistical Learning

Journals:

http://www.jmlr.org/  (open access)

http://www.jair.org/   (open access)

Other resources

Machine Learning resources page at the Science Magazine

Machine Learning page at Microsoft Academic Research

Blogs

http://hunch.net/

Top conferences in Machine Learning 

http://icml.cc/2015/

http://www.kdd.org/kdd2015/

https://nips.cc/

http://auai.org/uai2015/

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About Suresh Emre

I have worked as a physicist at the Fermi National Accelerator Laboratory and the Superconducting Super Collider Laboratory. I am a volunteer for the Renaissance Universal movement. My main goal is to inspire the reader to engage in Self-discovery and expansion of consciousness.
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