Tepper · MBA

45-851 Data Mining

Find structure in messy business data, then decide whether to trust it.

The MBA data mining course: clustering, classification, evaluation, and the habit of asking what the model is for. Labs are Python. The point is not to collect algorithms. It is to leave with a workflow you can take into a messy dataset on Monday.

Recent offerings

• Fall 2023
• Fall 2024 full-time
• Spring 2024
• Spring 2025 online hybrid
• Fall 2025

Materials

Public notebooks and video walkthroughs are collected under Teaching materials. Teaching materials.