powered by text files


CS229 Machine Learning at Stanford (iTunes U)

Andrew Ng’s course at Stanford on Machine Learning provides a great overview of the different types and applications of current machine learning algorithms. The course is available for free either on YouTube or subscribe in iTunes University.

Be warned, this is a course on theory, so is taught through mathematics rather than programming. You will develop a deeper understanding, but it may hurt your brain.

The section notes provide some assistance in reviewing the key concepts that you’ll need.

I’ve watched the course, but I keep forgetting which lesson covered which topic. To remember, I’ve put together a brief summary below:

iTunes University is a great way to keep up to date with a range of topics. Worth checking out to see what else you can find.