Linear regression is a widely used technique in the field of machine learning, particularly in regression analysis. It aims to establish a linear relationship between a dependent variable and one or more independent variables. While linear regression has its strengths in various aspects, it is not specifically designed for scaling purposes. In fact, the suitability