👉 Scaler is a term in statistics that refers to a variable which has been standardized or normalized. It is used when you want to compare two variables, but they have different scales (ranges) and therefore you need to standardize them so that they all have the same scale. The goal of scaling is to make sure that all observations are similar in their values, regardless of the original unit of measurement.