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other variables constant. You can access the coefficients using the coef_ attribute of the model: print('Coefficients:', model.coef_) Step 7: Visualize the results (optional) You can visualize the actual vs. predicted values using a scatter plot: plt.scatter(y_test, y_pred) plt.xlabel('Actual