This lecture introduces the Hubbard models and explores the formalism of density matrices, covering concepts such as occupation bases, creation and annihilation operators, and operator algebra. The lecture delves into the mathematical framework behind the Hubbard models and density matrix formalism, providing insights into the quantum mechanical description of many-body systems.