MachineLearning

Lectures/Videos/MOOC

Machine Learning Summer School held in Purdue, 2011

Course (CS229) -- taught by Professor Andrew Ng

ML by Andrew Ng

A real Caltech course, not a watered-down version

Statistical Learning from Stanford

ML by Hillary Mason (1, 2)

Books

Building Machine Learning Systems with Python

An Introduction to Statistical Learning with Applications in R (free)

Blogs (companies)

http://www.datarobot.com/blog/

http://blog.kaggle.com/

Blogs (individual)

http://shapeofdata.wordpress.com/

Data

UCI ML Repository

Datasets curated by Peter Skomoroch

Use Cases

Neural Network for Breast Cancer Data Built on Google App Engine

Interesting companies to follow

WIP