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End-to-end ML coding: from raw data to predictions

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AmazonML designLast asked Jul 2025

A hiring-manager problem-solving round: given a simplified dataset for a business problem, write the whole pipeline in code. Clean and process the data, engineer features, implement and tune the learning algorithm, and produce and explain the output, talking through trade-offs as you go.

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