##### The exercice is validated is all questions of the exercice are validated ##### The question 1 is validated if the output of the fitted model is: ```python LinearRegression(copy_X=True, fit_intercept=[[1], [2.1], [3]], n_jobs=None, normalize=[[1], [2], [3]]) ``` ##### The question 2 is validated if the output is: ```python array([[3.96013289]]) ``` ##### The question 3 is validated if the output is: ```output Coefficients: [[0.99667774]] Intercept: [-0.02657807] Score: 0.9966777408637874 ```