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Which data scaling technique centers the data around the mean and scales it to have a standard deviation of 1?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation

Question

Which data scaling technique centers the data around the mean and scales it to have a standard deviation of 1?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation

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Solution

The data scaling technique that centers the data around the mean and scales it to have a standard deviation of 1 is Z-Score Standardization.

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Which data scaling technique uses the median and interquartile range instead of the mean and standard deviation?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation

Which data scaling technique transforms data to a fixed range, often between 0 and 1?Review LaterMin-Max ScalingZ-Score StandardizationRobust ScalingLog Transformation

Which data scaling technique adjusts the data distribution by raising it to a power, such as Box-Cox or Yeo-Johnson?Review LaterMin-Max ScalingZ-Score StandardizationLog TransformationPower Transformation

What is Data Scaling?

Use StandardScaler to standardize your data

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