Introduction to Machine Learning

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Overview

Subject area

MTH

Catalog Number

4330

Course Title

Introduction to Machine Learning

Department(s)

Description

This course provides an introduction to Machine Learning, where students will learn both theory and application of this subject. Students will get exposure to a broad range of machine learning methods and hands-on practice with real data. Topics include linear and logistic regression, support vector machines, decision trees, dimensionality reduction, unsupervised learning, and neural networks.

Typically Offered

Fall, Spring, Summer

Academic Career

Undergraduate

Liberal Arts

Yes

Credits

Minimum Units

4

Maximum Units

4

Academic Progress Units

4

Repeat For Credit

No

Components

Name

Lecture

Hours

4

Requisites

037344

Course Schedule