The document explains the Pythagorean theorem, which states that in a right triangle, the square of the hypotenuse is equal to the sum of the squares of the two legs. It provides examples of using the theorem to calculate the length of the hypotenuse or legs of a right triangle when the other two sides are known. These include using the theorem to calculate the distance between two points if the distances travelled in each direction are known.