System Design · Uber · Hard
Design a real-time machine-learning ranking system for the home feed of a consumer product. At request time, the system must take a large pool of candidate items or posts and return them ordered for the current user. Explain how you would approach the following: ranking objectives and product goals online and offline evaluation metrics candidate generation, filtering, scoring, and re-ranking stages features and data sources model training and serving architecture freshness,…
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