Linear vs Polynomial Regression Walk-Through

Fish get bigger as they get older. How predictive is fish length (cm) with age (yr) as the explanatory variable? Is the relationship best fit with a linear regression? First, let's bring in the data and a few important modules for the analysis: There are 77 instances in the data set. Now let's visualize the scatter-plot.