Kinetic Theory explains the macroscopic properties of gases by considering their molecular composition and motion, where gas pressure arises from the collisions of particles with the walls of a container. It provides a bridge between the microscopic world of atoms and molecules and the macroscopic world of observable properties like temperature and pressure.