Your question is Baseline Model for Merchant Loans. 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).
Design a baseline model that recommends small loan products to Shopify merchants (decide whether to recommend a loan to a given merchant) when there is no labeled training data; how would you collect data?
Asked in the Onsite ML system design stage. The interviewer was from the Shopify fraud team, and reported follow-ups focused on how to collect data and labels.
