Carlos Guestrin's course at CMU
Daphne Koller's course on Coursera/Stanford
Rina Dechter's course at UC, Irvine
Alex Ihler's course on learning in PGMs at UC, Irvine
Pedro Domingos’ course at University of Washington
Su-In Lee's course at University of Washington
Jeff Bilmes course at University of Washington
Sargur Srihari's course at University at Buffalo
David Sontag's course at NYU
Ben Taskar's course at UPenn
Andrew McCallum's course at UMass Amherst