Autumn 2023 CAAM 37711

Course: CAAM 37711=STAT 37711, DATA 37711

Title: Machine Learning 1

Instructor(s): Victor Veitch

Class Schedule: TR 11:00 AM-12:20 PM in Ryerson 251

Description: This course is a graduate level introduction to machine learning. We will cover both practical and (probabilistic) foundational aspects of the subject. Topics include empirical risk minimization and overfitting, regression, ensembling, as well as selected topics on representation learning and structure learning.