Courses Detail Information

ECE4761J – Data Mining and Machine Learning

Instructors:

Yuekai Sun

Credits: 4 credits

Pre-requisites: (MATH2140J Obtained Credit||MATH2860J Obtained Credit)&&ECE4010J Obtained Credit

Description:

The course covers data mining and machine learning algorithms for analyzing modern datasets. The emphasis will be on statistical (eg. model bias, overfitting, and interpreting results) and computational issues (eg. computational complexity, efficient implementations) that arise in contemporary applications.

Course Topics: