CPSC 680 - Topics in Computer Science: Machine Learning

Institution:

Slippery Rock University of Pennsylvania

Subject:

Computer Science

Description:

This course provides an overview of concepts, techniques, algorithms and applications in machine learning, including supervised learning (e.g.: classification and regression), unsupervised learning (e.g.: clustering and dimensionality reduction), and learning theory (e.g.: bias/variance; regularization and feature selection). Moreover, the course will include research projects that will require writing computer code, conduction experiments, and writing papers. If the student takes CPSC 480 for the undergraduate program, he/she can take CPSC 680 for additional credits.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Other

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.sru.edu

Phone Number:

(724) 738-9000

Regional Accreditation:

Middle States Association of Colleges and Schools

Calendar System:

Semester

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