END 574E - Business Intell.&Mac.Lear.App.

Course Objectives

This course Introduces the main algorithms used in machine learning by providing the mathematical derivations and shows how to evaluate and choose the appropriate models.

Course Description

A general introduction to machine learning; methods of regression, classification, clustering, and dimensionality reduction; supervised and unsupervised models; linear and nonlinear models; parametric and nonparametric models; combinations of multiple models; comparisons of multiple models and model selection.