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How user actions (clicks/purchases) flow back into the pipeline.

Since ML models rely on patterns in data, your chosen features must directly correlate with the target prediction or classification task. cdn.prod.website-files.com Resources for Interview Preparation machine learning system design interview pdf download

(Chip Huyen): highly recommended for senior-level engineers. How user actions (clicks/purchases) flow back into the

features a 7-step framework and 211 visual diagrams. click-through rate (CTR)

Is it to increase watch time, click-through rate (CTR), or revenue? Scale: How many users and items (videos/products)? Latency: Does the prediction need to happen in