Lectures/Videos/MOOC
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
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
No comments:
Post a Comment