DATA 5600 - Introduction to Regression and Machine Learning for Analytics

Institution:

Utah State University

Subject:

Data Analytics

Description:

Students learn about applied simple and multiple regression, regression models for supervised learning, correlation and collinearity, cost functions, model building, feature importance, logistic regression, and advanced methods for classification. The focus is on applications in business analytics. Prerequisites/Restrictions: DATA 3100 DATA 3500 (may be taken concurrently)

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.usu.edu

Phone Number:

(435) 797-1000

Regional Accreditation:

Northwest Commission on Colleges and Universities

Calendar System:

Semester

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