Linear Algebra http://ocw.mit.edu/courses/mathematics/18-06-linear-algebra-...
Probability and Statistics http://ocw.mit.edu/courses/electrical-engineering-and-comput...
and finally
Machine Learning http://courses.csail.mit.edu/6.867/