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Name three data preprocessing techniques for managing outliers.

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Candidates can find this entry in machine learning interview questions for experienced candidates. The first technique involves Winsorize or cap at the threshold. The second technique involves Box-Cox transformation for reducing skew. The third technique involves removing outliers that are measurement errors or anomalies.

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