MIS 601 - Statistical Foundations of Machine Learning

Level

Graduate

This course is designed to introduce fundamental statistical principles and modern applied machine learning techniques. The first part will cover the basics of classical probability theory and statistical inference. The second part will introduce statistical learning, with particular attention paid to R implementations. Examples are drawn from marketing, finance and other areas for illustration. 

Units

3