PROJECT · Advanced
Movie Recommendation Engine
Build a collaborative-filtering recommender for a streaming catalog from a sparse 1-5 ratings log -- predict ratings and rank personalized top-N picks -- evaluated with RMSE and Precision@N / Recall@N.
Before you start
These courses cover the foundations you’ll use.
Already comfortable with these topics? Go straight to the project.
You’re ready when you can…
- Validate joins between ratings and catalog records.
- Separate rating prediction from recommendation ranking.
- Use temporal splits and popularity baselines.
Prerequisites are recommendations, not requirements.