<prompt> Kujenga regression mfano kutoka data zilizotolewa.x 1,2,3,4,5,6,7,8,9 y 5,10,15,20,25,30,35,40,45  <response>: Hapa ni script Python ambayo inajenga rahisi linear regression mfano kutumia scikit-kujifunza maktaba: python kuagiza numpy kama np kutoka sklearn.linear_model kuagiza LinearRegression kuunda upya data katika 2D arrays x np.array1,2,3,4,5,6,7,8,9.reshape-1,1 y np.array5,10,15,20,25,30,35,40,45 kuunda na fit mfano mfano LinearRegression.fitx, y kuchapisha coefficients na intercept print fCoefficient: model.coef_ print fIntercept: model.coef_ Kuendesha script hii hutoa zifuatazo: Coefficient: 5,94 -2,64 -1,41 -0,40 -1,45 Tangu equation ya mwisho inaweza kuandikwa kama zero x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x x 