The course is focused on connecting classical thermodynamics with the underlying statistical thermodynamic concepts. The emphasis will be on application to substances in the gas phase. Topics covered: kinetic description of dilute gases, equilibrium kinetic theory, classical statistics of independent particles, quantum mechanics fundamentals, Schrodinger equation, partition functions, quantum statistics, thermostatic properties of ideal gases and real substances.