CS 4700 - Machine Learning I

Institution:

Utah Valley University

Subject:

Computer Science

Description:

Prerequisite(s): CS 2420, and University Advanced Standing. Explores the philosophy, utility, mathematics and algorithms of machine learning in order to understand the basic concepts and issues at the heart of machine learning. Covers the implementation and use of machine learning algorithms to solve real-world problems or to pursue a graduate program. Includes feature selection and extraction, decision trees, neural networks, nearest-neighbors, support vector machines, naive Bayes classifier, clustering, ensembles, reinforcement learning and deep learning.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.uvu.edu

Phone Number:

(801) 863-8000

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Semester

General Education

• No items found

The Course Profile information is provided and updated by third parties including the respective institutions. While the institutions are able to update their information at any time, the information is not independently validated, and no party associated with this website can accept responsibility for its accuracy.