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What are best practices for Introduction to Recommendation Systems

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When working with Introduction to Recommendation Systems, start with a clear goal, test on real data early, keep the approach as simple as possible at first, and follow established practices from the AI community rather than guessing.
Real-world example A streaming service uses a recommendation system to suggest new shows based on what a user has previously watched.

Common follow-ups: What is Recommendation Systems, How is Introduction to Recommendation Systems evaluated in practice, What tools are commonly used for Introduction to Recommendation Systems