Cool that so many things like this are popping up lately:
Tom Mitchell at CMU putting up all of his lectures/material, the Stanford/coursera ML course, now this CalTech course... are there others?
http://ocw.mit.edu/courses/electrical-engineering-and-comput...
This is a real online class. It's now in week one.