Special Topics: Learning Analytics and Educational Data Science
Course Information
Course Number
HCI Undergraduate: 05-499
HCI Graduate: 05-899
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
Skills
Experience in programming (python preferred)