CPSC 429 - Machine Learning

Institution:

East Stroudsburg University of Pennsylvania

Subject:

Computer Science

Description:

This course provides students with a broad introduction to machine learning, datamining, and statistical pattern recognition. Students will study data exploration, decision tree, K-nearest neighborhoods, linear regression, logistic regression, support vector machines, neural networks, ensemble learning, clustering, dimensionality reduction, and model evaluations. Students will be required to build predictive models based on machine algorithms. This course is usually offered in alternate years.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Advanced

Additional Information:

Historical Version(s):

Institution Website:

www4.esu.edu/

Phone Number:

(570) 422-3211

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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