The University of British Columbia – CPSC 540 (Graduate level) – http://www.cs.ubc.ca/~nando/540-2013/index.html

YouTube playlist – https://www.youtube.com/playlist?list=PLE6Wd9FR–EdyJ5lbFl8UuGjecvVw66F6

Coursera – Machine Learning by Stanford University (on demand) – https://www.coursera.org/learn/machine-learning/

Coursera – Neural Networks for Machine Learning – by Geoffrey Hinton University of Toronto – https://class.coursera.org/neuralnets-2012-001

Stanford University – CS229 Machine Learning – http://cs229.stanford.edu/