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What are best practices for Recommendation Systems in E-commerce

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Answer

When working with Recommendation Systems in E-commerce, 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 An online clothing store uses a recommendation system to suggest matching accessories based on items already in a customer's shopping cart.

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

Recommendation Systems topics: Introduction to Recommendation Systems Collaborative Filtering Content-Based Filtering