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Case Study: Video Recommendation (YouTube / Netflix-style Homepage)
A complete model interview answer for designing a homepage video recommender, from objective to serving
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Walk through a model ML system design interview answer for a video recommendation homepage: objectives, implicit-feedback labels, two-tower retrieval, multi-task ranking, position bias, cold start, evaluation, A/B testing, serving at scale, and monitoring.