Past courses:

Spring 2015: Concentration Inequalities with Applications in Statistics (Ph.D.-level)

Spring 2012, 2014: STAT 928: Statistical Learning Theory and Sequential Prediction
Fall 2009-2015: STAT 101: Introduction to Statistics
Spring 2009: STAT 991: Regularization Methods in Learning
Spring 2008: Co-teaching 9.520 at MIT and STAT241B at UCBerkeley.