CS520: Knowledge Graph

Instructor: Vinay K. Chaudhri, Naren Chittar, Michael Genesereth

This graduate-level course from Stanford University that highlights synthesis of AI, database systems and HCI in creating integrated intelligent systems centered around knowledge graphs. I studied this course through publically released slides and lectures, focusing primarily on conceptual frameworks rather than implementation code.

Motivation: While studying knowledge graphs independently, I found I needed video lectures to complement slide materials. I discovered this Stanford course which offers both comprehensive slides and recorded lectures.

Lecture Notes

  1. 3. How to design the schema of a Knowledge Graph? (Dec 23, 2025)
  2. 4. How to create a Knowledge Graph from Data? (Dec 25, 2025)