Great talk, superb intuitive demo of constrained nth order gaussian distributions… and a free-as-in-beer textbook by David MacKay of Cambridge.

Most enjoyable… I’m off to read the book, this will take a year off your PhD :]

Links –

Video Talk

Gaussian Processes for Machine Learning

also by MAcKay – Information Theory, Inference and Learning Algorithms