Materials
EDUC 623: Big Data, Education, and Society
Fall 2021
Professor Ryan Baker

Lecture 1 (Intro)
Lecture 2 (What is LA)
Lecture 3 (At Risk Prediction)
Lecture 4 (Reports for School Personnel)
Lecture 5 (Reports for Parents)
Lecture 6 (Automated Interventions)
Lecture 7 (Validity)
Lecture 8 (Rational Modeling)
Lecture 9 (Generalizability)
Lecture 10 (Discrimination and Bias)
Lecture 11 (Implementation Fidelity)
Lecture 12 (Student Privacy)
Lecture 13 (Interpretability and Explainability)
Lecture 14 (Beneficence)
Lecture 15 (Big Data and Longitudinal)