EDRM 6354 Learning Analytics

This course is an introduction to educational data mining and learning analytics. Learning analytics involves the application of statistical techniques to educational data for the purpose of predicting student behavior and learning. The course will cover the history and value of learning analytics. The course will also cover commonly used learning analytic techniques such as multiple regression, logistic regression, cluster analysis, and factor analysis.

Prerequisite

EDRM 6352: Quantitative Research Methods in Education Settings is required as a foundational course prior to taking EDRM 6354.