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Recommendation system from scratch

You need to design a recommendation system or ML platform from scratch. How to choose architecture, data, candidate generation and ranking?

Answer as you would in an interview

Answer aloud or write down a few key points. The text field is optional; the review opens after your attempt.

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Recommendation system from scratch — interview question — ML Mentor