The article mentions two videos on ML; I believe these are the two:

1. Hinton on RBMs http://www.youtube.com/watch?v=AyzOUbkUf3M&feature=plcp

2. Gilbert Strang on SVD: http://ocw.mit.edu/courses/mathematics/18-06sc-linear-algebr...