The Boltzmann Equation is a fundamental equation in statistical mechanics that describes the statistical behavior of a thermodynamic system out of equilibrium. It provides a bridge between the microscopic dynamics of individual particles and the macroscopic properties of gases, accounting for particle collisions and distribution functions.