Tepper · MBA

45-884 AI Methods for Social and Visual Data

Course I built

Work with social and visual data without pretending the model is the decision.

A course I built for Tepper MBA students who need to use modern AI on text, networks, images, and other unstructured sources. We treat models as instruments: you should be able to explain what they did, where they fail, and whether the output is ready for a business decision. Python-first, with ethics in the same labs as the code.

Recent offerings

• Developed for Fall 2025
• Fall 2025 full-time
• Fall 2025 online hybrid
• Summer 2026

Materials

Notebooks and workshop notes live on the teaching materials page as I make them public. Teaching materials.