Assignments
HUDK4050: Core Methods in Educational Data Mining
Fall 2015
Professor Ryan Baker


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

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

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

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

Basic Assignment 3: Bayesian Knowledge Tracing [pdf]
Data Sets: [zipped csv]

Basic Assignment 4: Performance Factors Analysis [pdf]
Data Sets: [xlsx]

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

Basic Assignment 5: Social Network Analysis [pdf]
Data Sets: [txt]

Basic Assignment 6: Correlation Mining [pdf]
Data Sets: [csv, 1] [csv, 2]

Basic Assignment 7: Clustering [pdf]
Data Set: [csv]

Basic Assignment 8: Sequential Pattern Mining I [pdf]
Data Set: [csv]

Creative Assignment 4: Sequential Pattern Mining II [pdf]
Data Set: [zipped txt]

Creative Assignment 5: Visualization [pdf]

Creative Assignment 6: Final Presentation [pdf]