Nonlinear Data, Nonlinear Regression, Polynomial Regression, Data Transformation, Multivariate Regression.
time of study showing non-linear behavior with Marks (Author Image) After applying the above transformation, we can plot Marks against new feature time_study_sqaured to see if the relationship has changed to linear. The new feature exhibits a linear relationship (Author Image) Our dataset is now