Canonical ensemble and partition functions, grand canonical ensemble, quantum statistics, Fermi-Dirac, Bose-Einstein distribution laws. Topics from: Brownian motion, Langevin equation, dissipation and fluctuations, elementary kinetic theory, weakly interacting gases or mean field theory of magnetism, other topics illustrative of the breadth of the subject and/or selected applications.