The data is available to study how many patients got a heart attack based on their age. The age of the patients is transformed into meaningful groups of age categories. What is this transformation technique called?Select an option Clear ResponseFeature ScalingDummy VariablesStandard ScalingBinning

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

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

What is Data Scaling?

If a feature has a highly skewed distribution, then which of the following transformations should be used to transform the data?Select an option Clear ResponseBinningLog TransformationsGeometric Means TransformationStandard Scaling

Elaborate on the process of data transformation, highlighting the role it plays in preparing data for effective analysis