COMP 150-ML Special Topics: Machine Learning

The course covers the main paradigms in machine learning including supervised learning, unsupervised learning and reinforcement learning. The focus is on practical aspects: ideas underlying various methods, design of algorithms using these ideas, and their empirical evaluation. We will discuss well established techniques as well as new developments from recent research.