Machine Learning

My Books Recommendations for Beginners

To dive into ML and with Python is good with

Programming Collective Intelligence

http://shop.oreilly.com/product/9780596529321.do

Source code may be legally obtained at

http://examples.oreilly.com/9780596529321/

Recently, another book came out from O'Reilly:

Machine Learning for Hackers

http://shop.oreilly.com/product/0636920018483.do

Source code for examples there is in R.

ml-class.org Fall 2011

http://www.ml-class.org/course/class/index

• Introduction
• Linear Regression
• Logistic Regression

• Neural Networks

• Links

Kaggle Competitions

• Photo Quality Prediction