This document provides a brief history of statistical physics from the 17th century to present day. It outlines the development of kinetic theory of gases, caloric theory, and statistical mechanics. Key figures discussed include Daniel Bernoulli, Rudolf Clausius, James Clerk Maxwell, Ludwig Boltzmann, and J. Willard Gibbs. The document concludes that statistical physics remains an active area that can provide insights into nonlinear systems and irreversible processes.