Large Scale Machine Learning course at NYU

John Langford and Yann Lecun have teamed up to teach an advanced course in machine learning.  The focus is on methods that scale to large data sets.  Though it will not be offered as a MOOC, they do plan to record the lectures (I imagine they will appear on  Well worth checking out.