The document explains the Pythagorean theorem, stating it is used for right triangles with the formula a² + b² = c², where a and b are the legs and c is the hypotenuse. It demonstrates how to find the length of a side by solving an example equation. Additionally, it outlines the distance formula for calculating the distance between two points in a coordinate system.