System Design · Shopify · Hard
Design a machine learning ranking system for an online marketplace. For each request, the system receives information about the user, the current context, and a pool of possible products. It must output these products in an order that places the most relevant items at the top. Describe your complete modeling plan, including what data you would collect, how you would define training labels, which features you would create, what model families you would evaluate, how you would…
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