MIS601
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MIS601 - Statistical Foundations of Machine Learning
Course ID
039745
Course Description
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.
Min Units
3
Max Units
3
Repeatable for Credit
No
Grading Basis
GRD - Regular Grades A, B, C, D, E
Career
Graduate
Course Requisites
May be convened with
Component
Lecture
Optional Component
No