Explain 'Polynomial Regression'.

Explain 'Polynomial Regression'.

Approach: Describe linear regression where features are raised to a power.

A form of regression analysis in which the relationship between the independent variable x and the dependent variable y is modeled as an nth degree polynomial.

Follow-up: Is polynomial regression still considered a linear model?

Key concepts: non-linear, basis functions, overfitting.