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Machine Learning Discussion Group (MLDG)
CS 7790 - Artificial Intelligence Seminar
CS 7794 - Natural Language Processing Seminar
Statistics seminar
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OR 4740 - Statistical Data Mining
CS 4780/5780 - Machine Learning for Intelligent Systems
STSCI 4780 - Bayesian Data Analysis: Principles and Practice
CS 4786/5786 - Machine Learning for Data Science
ECE 5960 - Advanced Topics in Electrical and Computer Engineering. In fall 2014:Graphical Models
ORIE 6127 - Computational Issues in Large Scale Data-Driven Models
INFO 6150/CS 6788 Advanced Topic Modeling
BTRY 6520 - Computationally Intensive Statistical Inference
CS 6780 - Advanced Machine Learning
CS 6783 - Machine Learning Theory
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
STSCI 6940 - Selection, Aggregation and Dimension Reduction in Large-scale Problems.
MATH 7740 - Statistical Learning Theory
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old courses (possibly no longer offered): CS 4758/6758 - Robot Learning, CS 4782/6782/BTRY 4790/6790 - Probabilistic graphical models, CS 6756 - Advanced Topics in Robot Learning: 3D Perception