- Machine Learning Reading Group
- CS 7790 - Artificial Intelligence Seminar
- CS 7794 - Natural Language Processing Seminar
- Statistics seminar
- OR 4740 - Statistical Data Mining
- CS 4780/5780 - Machine Learning
- CS4758/6758 - Robot Learning
- CS 4782/6782/BTRY 4790/6790 - Probabilistic graphical models
- ORIE 6127 - Computational Issues in Large Scale Data-Driven Models
- BTRY 6502 - Computationally Intensive Statistical Inference
- CS 6756 - Advanced Topics in Robot Learning: 3D Perception
- CS 6780 - Advanced Machine Learning
- CS 6784 - Advanced Topics in Machine Learning
- ORIE 6740: Statistical Learning Theory for Data Mining
- ORIE 6750: Optimal learning
- ORIE 6780 - Bayesian Statistics and Data Analysis
- MATH 7740 - Statistical Learning Theory (expected to be offered 2011-2012)