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Tackling feature design with sparse data

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Your question is Tackling feature design with sparse data. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

Walk me through your process for tackling a feature when you have limited user data and how you would validate your approach.