Question: what is the difference between linear regression and polynomial regression?
Answer: As such, polynomial regression is just a special case of linear regression. Linear regression is a very specific subcase of polynomial regression. In polynomial regression, you try to find the coefficients of a polynomial of a specific degree that best fits the data. Linear regression is the special case where .