I began the mlclass from coursera but I'd like a more advanced approach.

I found some courses(I don't know if there are more):

Andrew Ng Stanford CS229: http://cs229.stanford.edu/info.html

Caltech(the one from the OP link): http://work.caltech.edu/telecourse.html

Tom Mitchell Carnegie Mellon: http://www.cs.cmu.edu/~tom/10701_sp11/

I'm considering following the Tom Mitchell course as it seems to go deeper into the details, also because it uses a pretty cool bibliography.

What do you think, am I making the right choice?