What is a famous math theory?

Answer 1

Do you mean THEOREM? In math a theorem is a statement which is proved true by applying a chain of logic.

A famous one is the Pythagorean Theorem:

The sum of squares of the legs of a right triangle equals the square of the hypotenuse. A^2 + B^2 = C^2