Newton's Law of Gravitation is a fundamental principle in physics that describes the universal attractive force between any two objects with mass. It establishes a mathematical relationship between the masses of the objects and the distance between them, allowing for the prediction and explanation of a wide range of gravitational phenomena in the universe.