CS/ECE/ME 532: Matrix Methods in Machine Learning

CS/ECE 561 Probability and Information Theory in Machine Learning

CS/ECE 761: Mathematical Foundations of Machine Learning

CS/ECE 861: Theoretical Foundations of Machine Learning

ECE 826: Theoretical Foundations of Large-scale Machine Learning

ECE/Math 888: Topics in Mathematical Data Science

ECE 901 Special Topics in ECE (ML topics vary by semester)