Case Study: Recommendation System Basics — Roadmap Step & Resources
Collaborative filtering and content-based approaches to recommending items
- Level: advanced
- Estimated time: 2 days
- Roadmap: Machine Learning
Before this step
Interview questions
- Collaborative filtering vs content-based recommendations — what data does each require?
Study resources
- Recommender Systems (Article) — Google's own official crash course on building recommendation systems.
- Recommendation Systems Explained (Video) — A practical introduction to collaborative filtering and content-based recommendations.
Part of
- Real-World ML Case Studies & Capstone — section
- Machine Learning roadmap — the full learning path