Data Science II - Statistical Learning

Course Director: Samprit Banerjee, PhD, MStat 

The course starts with logistic regression and discriminant analysis with emphasis on classification and prediction. This course would cover some of more advanced topics such as regularized regression, resampling methods, tree-based methods and support vector machines.