Why is Standardization required for Linear Regression? Is it mandatory to do Standardization prior to Linear Regression ? What is feature Scaling in Linear Regression?
Standardization and feature scaling are the same. As each variable is in different units, we do standardization to bring all the variables to the same scale(unit). Standardization also improves the computational efficiency of the computer. So it is always recommended to do standardization.