The document provides an overview of statistical thermodynamics including: - Its historic background beginning with Bernoulli's work in the 18th century and contributions from Maxwell, Boltzmann, Gibbs, and others. - The key difference between classical thermodynamics and statistical thermodynamics is that the latter links microscopic properties to macroscopic behaviors. - Statistical thermodynamics is needed to explain thermodynamic parameters in terms of molecular properties and interactions since classical thermodynamics does not address this microscopic level. - Central topics in statistical thermodynamics include the partition function, degrees of freedom, heat capacity, and Maxwell-Boltzmann, Fermi-Dirac, and Bose-Einstein statistics.