42.59. Create a regression model

42.59.1. Instructions

In this section you were shown how to build a model using both Linear and Polynomial Regression. Using this knowledge, find a dataset or use one of Scikit-learn’s built-in sets to build a fresh model. Explain in your notebook why you chose the technique you did, and demonstrate your model’s accuracy. If it is not accurate, explain why.

42.59.2. Rubric

Criteria	Exemplary	Adequate	Needs Improvement
	presents a complete notebook with a well-documented solution	the solution is incomplete	the solution is flawed or buggy

42.59.3. Acknowledgments

Thanks to Microsoft for creating the open-source course ML-For-Beginners. It inspires the majority of the content in this chapter.