Scaling, Normalization, Min Max.
let’s use df dot describe to check out the ranges of the feature variables in the red wine quality dataset. The features are chemical properties such as acidity, pH, and alcohol content. The target value is good or bad, encoded as ‘1’ and ‘0’, respectively. We see that the ranges vary widely: