Statistical Thinking and Data Analysis
This is an introductory statistics course for undergraduates who have already taken probability.
Available on MIT Open Courseware: 15.075
Prediction: Machine Learning and Statistics
This is an introductory graduate level course on machine learning and statistics for predictive modeling.
Will be available on MIT Open Courseware shortly
An article about teaching 15.097:
Cynthia Rudin. Teaching "Prediction: Machine Learning and Statistics." Proceedings of the ICML Workshop on Teaching ML, 2012.