2018-2019 Catalog

Certificate in Learning Analytics


Required coures:
EFR 513Large Dataset Management and Analysis3
EFR 515Statistics I (prerequisite for EFR 513)3
EFR 530Learning Analytics (prerequisite for EFR 535)3
EFR 535Data Analytics and Visualization with R3
*Relevant courses offered at UND not listed will be considered and may be included with approval from certificate coordinator.

Office of the Registrar

Tel: 701.777.2711
Fax: 701.777.2696

Twamley Hall Room 201
264 Centennial Drive Stop 8382
Grand Forks, ND 58202-8382