Polynomial regression works the same as linear regression, but it models the relationship between variables as a polynomial (quadratic, cubic, quartic or higher degree) instead of as a straight line (degree one).

That's about as simple an explanation as you'll find. If that doesn't make sense to you, it would be worth your while brushing up on your math. Check out Kahn Academy for some courses to quickly get you up to speed.