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On [DATE], American Public University System combined with Rasmussen University and Hondros College of Nursing to form a single higher education institution. American Public University System (System) now includes American Public University, American Military University, Rasmussen University, and Hondros College of Nursing. The System is accredited by the Higher Learning Commission and is a wholly owned subsidiary of American Public Education, Inc. (APEI). We are continuing to update our website to reflect our new structure.

CSCI381 - Machine Learning

Course Details

Course Code: CSCI381 Course ID: 5315 Credit Hours: 3 Level: Undergraduate

This course provides an overview of types of problems that can be used with machine learning, as well as different variations of machine-learned methods such as supervised/unsupervised, batch/online, etc. The course discusses the main challenges of machine learning, notably the issue of data quality, as well as overfitting and underfitting data. (Prerequisite: DATS211 or CSCI345).

Course Schedule

Registration Dates Course Dates Start Month Session Weeks
Registration03/30/2026 - 09/04/2026 Course Dates09/07/2026 - 11/01/2026 Start Month September SessionSummer 2026 Session D Weeks8 Week session
Registration04/27/2026 - 10/02/2026 Course Dates10/05/2026 - 11/28/2026 Start Month October SessionFall 2026 Session B Weeks8 Week session
Registration07/27/2026 - 01/01/2027 Course Dates01/04/2027 - 02/28/2027 Start Month January SessionWinter 2027 Session B Weeks8 Week session

Previous Syllabi

Not current for future courses.