Submit a report describing each step and a result of this process, include relevant scripts and outputs produced by the tool you use. Your report has to include:Description of the dataset.Explanation what is the real-world application of the ability to predict the chosen output variable.Description of the regression model and its results.Demonstrate how the model can be used to predict the output variable (use few examples from the dataset, plot the predicted value and the actual value). Discuss the model’s accuracy.Explain the underlying nature of the computed regression model.
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