Boltzmann's constant is a fundamental physical constant that relates the average kinetic energy of particles in a gas with the temperature of the gas, playing a crucial role in statistical mechanics and thermodynamics. It provides a bridge between macroscopic and microscopic physics, linking temperature to energy at the particle level.