This course provides a thorough grounding in a wide range of machine learning methods, for classification, regression, conditional probability estimation, clustering, and dimensionality reduction. It provides the students with the essential foundations of machine learning and their applications to real world problems.

Pre-requisites: (COE292 Or ICS381*) And STAT319 And (MATH208 Or ICS254 Or MATH202 Or MATH260)

Co-requisites: ICS 381