Machine Learning and Neural Networks links

Coursera, Stanford, Machine Learning lectures

Coursera, Univ. of Toronto, Neural Networks for Machine Learning

Unsupervised Feature Learning and Deep Learning Tutorial

Deep Neural Networks with GPU support, Java lib

DeepLearning Tutorial (Python)

A Deep Learning Tutorial: From Perceptrons to Deep Networks, Ivan Vasilev

Machine Learning Software

Infer.NET framework for running Bayesian inference in graphical models

PyBrain - modular Machine Learning Library for Python

List of Machine Learning Open Source Software

Weka

Scikit-learn Machine Learning in Python

The Bob Project free signal-processing and machine learning toolbox

ML books

WikiBook - Machine Learning - The Complete Guide

Statistical Learning

Neural Networks and Deep Learning

A Course in Machine Learning by Hal Daumé III

Naural Networks

FANN Fast Artificial Neural Network Library