Teaching

Data Science and Machine Learning Essentials - Microsoft DAT203x

Co-taught with Stephen Elston

Statistical Thinking and Data Analysis - MIT 15.075

This is an introductory statistics course for undergraduates who have already taken probability. Available on MIT Open Courseware.

Prediction: Machine Learning and Statistics - MIT 15.097

This is an introductory graduate level course on machine learning and statistics for predictive modeling. Available on MIT Open Courseware.

Teaching "Prediction: Machine Learning and Statistics.

Proceedings of the ICML Workshop on Teaching ML, 2012. An article about teaching 15.097