What methods would you use to detect outliers in a dataset? Explain the IQR method and Z-score method.

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Outliers are data points that differ significantly from other observations. They can result from data entry errors, measurement issues, or represent genuine rare events. Detecting outliers is crucial because they can distort statistical analyses and affect model performance.