Requirements

Certificate in Learning Analytics

Course List
Code	Title	Credits
Required coures:
EFR 513	Large Dataset Management and Analysis	3
EFR 515	Statistics I (prerequisite for EFR 513)	3
EFR 530	Learning Analytics (prerequisite for EFR 535)	3
EFR 535	Data Analytics and Visualization with R	3
*Relevant courses offered at UND not listed will be considered and may be included with approval from certificate coordinator.

The content on this page is pulled from UND’s current academic catalog and may not reflect future terms. Updates are published annually in April.