University of Michigan - Shanghai Jiao Tong University Joint Institute


Ve 488: Data Mining and Machine Learning

Credits: 4 credits
Pre-requisites: Vv 214/Vv 286 and Ve 401
Course 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.