CSC311H5

An introduction to methods for automated learning of relationships on the basis of empirical data. Classification and regression using nearest neighbour methods, decision trees, linear models, and neural networks. Clustering algorithms.

CSC207H5 and ( MAT223H5 or MAT240H5 ) and MAT232H5 and ( STA246H5 or STA256H5 or STA237H1 or STA238H1 or ECO227Y5 or ECE286H1 or MIE286H1 )