Classical and quantum statistical ensembles and their physical interpretations; connection between statistical and thermodynamic quantities. Irreversible process: Boltzmann equation, transport theory, thermal fluctuations, introduction to stochastic process theory. Applications, e.g., imperfect gases, phase transitions, cooperative phenomena, and liquid helium.