Scaling, Normalization, Min Max.
there are outliers in the data. Let’s take a look at this one in action on some data with outliers. 4-Normalizer The normalizer scales each value by dividing each value by its magnitude in nn-dimensional space for nn number of features [4]. Say your features were x, y, and z Cartesian co-ordinates