This quarter I am leading a study group in Machine Learning at Google's Kirkland Office. And while I was looking for datasets and resources I found Andrew Ng's course in Machine Learning at Stanford. All the lectures are available online at YouTube. You can find the links in the Stanford Engineering Everywhere Machine Learning course page.

Here is the first class of the series:

Also you can check out the main Stanford Engineering Everywhere page for other courses in computer science.