Teaching AI Projects

Explore industry-inspired AI projects for classroom learning, hackathons and workshops.

Foundation MLOps and Data Engineering
97. Model Evaluation Dashboard

Compare models, metrics, confusion matrices, and error examples.

Intermediate MLOps and Data Engineering
98. Experiment Tracking Starter

Track datasets, parameters, metrics, and model artifacts.

Intermediate MLOps and Data Engineering
99. Model Drift Monitoring Simulator

Simulate data drift and show performance change over time.

Capstone MLOps and Data Engineering
100. FastAPI Model Serving Template

Deploy a trained model behind an API and test it from a web client.