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Can you walk me through the process you take to prepare data for machine learning algorithms?
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Data Analyst
Marketer
General
Structure your answer as a comprehensive pipeline: data collection, cleaning, exploratory analysis, feature engineering, normalization, and validation splitting.
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Hard Difficulty
Hard questions require advanced understanding and critical thinking. Here, your problem-solving skills are key, as these questions often involve complex scenarios needing in-depth analysis and well-structured responses.
ML Knowledge question
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