Introducing the Boltzmann distribution very early in a statistical
thermodynamics course (in the spirit of Feynmann) has many didactic advantages,
in particular that of easily deriving the Gibbs entropy formula. In this note,
a short derivation is proposed from the fundamental postulate of statistical
mechanics and basics calculations accessible to undergraduate students