Learning Analytics for Student Success: UC Berkeley's Data-Driven Advising Platform

After building a robust technology stack that includes a data lake and uses AWS to capture learning data from Canvas and campus partners, our university is now developing a custom platform for academic advisors to access and visualize student information. This project supports our ability to promote student success by identifying at-risk students earlier than has ever been possible. This presentation outlines our technical architecture, campus partnerships, and ongoing efforts to apply Canvas Data and other learning analytics resources to support students.