Certificate in Learning Analytics

Requirements

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.