using the data when we try to predict values, we use regression as one of the method. Regression mathematically calculates error (in a laymen's term). When we build Regression model to predict sales, that's Linear regression. Assumptions: Y variable is normally distributed. Y and X has correlation X & X are independent Data must be cleaned and zero outliers in the data.