Pattern Recognition and Machine Learning by Christopher M. Bishop
Guide to Getting Started in Machine Learning | A Beautiful WWW
Statistics is a very interesting subject, and it is a distinct subject from math...
Recommendations on free books on statistics
Tikhonov regularization - Wikipedia, the free encyclopedia
Deep Learning
natural language processing blog
Inherent Uncertainty
Zero Intelligence Agents
Zero Intelligence Agents is a blog on social science, math and computer science applied "national security".
Pin Dancing: Learning about Machine Learning
Measuring Measures: Learning About Statistical Learning
@satchit good question. I have a list in my head that i should put online. I was inspired by this:
Hacker News | Elements Of Statistical Learning: now free pdf
Statistics vs. Machine Learning, fight! - Brendan O'Connor's Blog
Netflix Prize - One Team's Account
Python code from Machine Learning: An Algorithmic Perspective by Stephen Marsland
Bayes' Rule
Simple Intro to Principal Component Analysis
Machine Learning Open Source Software
LIBSVM -- A Library for Support Vector Machines
SVM-Light Support Vector Machine
Machine Learning and Artificial Intelligence Video Lectures
Expert Prediction, Symbolic Learning, and Neural Networks: An Experiment on Greyhound Racing
Proximity Software
Applying Regression and Correlation
Introduction to Machine Learning
Programming Languages for Machine Learning Implementations
Statistical Machine Learning Lectures
Machine Learning Thoughts
Machine Learning (Theory)
blog on machine learning theory....
AI Data Sets Maintained by Zhi-Hua Zhou
The Auton Lab
The Auton Lab, part of Carnegie Mellon University's School of Computer Science, researches new approaches to Statistical Data Mining. It is directed by Artur…
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