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Special Topics: Learning Analytics and Educational Data Science

Course Information

Course Number

HCI Undergraduate: 05-499B
HCI Graduate: 05-899B

Course Description

This course will take a human centered data science approach to exploring data generated from educational systems, including learning management systems, online courses, MOOCS, educational games, and intelligent tutoring systems. Students will be exposed to various methods used to analyze and visualize these data. The course includes a series of assignments in which students will become familiar with the tools and techniques used in the areas of Learning Analytics and Educational Data Science.

Semester Offered and Units

Semester: Fall 2023
Undergraduate: 12 units
Graduate: 12 units


Experience in programming (python preferred)


John Stamper