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Interviewers ask this kind of question to surface how you think, not what you remember. The strongest answers are specific, calmly told, and end on what changed.

ML system design · Training data pipeline

You're training a click-through rate model on web traffic data. How would you split your data into train/validation/test sets, and what time period should each cover?

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