Question: I need help choosing the optimal fit for a dataset with 1 3 variables . Assignment says I can pick either a simple linear regression

I need help choosing the optimal fit for a dataset with 13variables. Assignment says I can pick either a simple linear regression or a polynomial regression, and I should use RMarkdown. But I have no idea where to even start when considering strategies to find a good model. How can I begin?

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