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Standard scaler

Standardize numeric columns by subtracting the mean and scaling to unit variance.

This tool scales a numeric column so that values fall between a range of values where mean is set to 0 and standard deviation is set to 1.

When to use this tool

Use when you want to scale values without specifying a range.

If you want to scale values between a given range, use the min max scaler.