Assignments
EDUC545: Core Methods in Educational Data Mining
Spring 2017
Professor Ryan Baker


Basic Assignment 1: Clustering [pdf]
Data Set: [csv]

Basic Assignment 2: Classifier (predict ONTASK)
Data Set: [csv]

Creative Assignment 1: Behavior Detection [pdf]
Data Set: [csv]

Basic Assignment 3: Diagnostic Metrics [pdf]
Data Sets: [csv, 1] [csv, 2]

Creative Assignment 2: Feature Engineering [pdf]
Data Sets: [csv, 1] [csv, 2]

Basic Assignment 4: Sequential Pattern Mining [pdf]
Data Set: [csv]

Basic Assignment 5: Bayesian Knowledge Tracing [pdf]
Data Sets: [zipped csv]

Basic Assignment 6: Performance Factors Analysis [pdf]
Data Sets: [xlsx]

Creative Assignment 3: Knowledge Structure[pdf]
Data Sets: [csv]

Basic Assignment 7: Correlation Mining [pdf]
Data Sets: [csv, 1] [csv, 2]

Basic Assignment 8: Social Network Analysis [pdf]
Data Sets: [txt]

Creative Assignment 4: Final Presentation [pdf]