This lecture covers the application of linear algebra concepts to Quantum Mechanics, including spectral theorem, diagonalization, and commutation. It introduces unitary operators, Brillouin zone, and splitting of energy levels. The instructor reviews wave mechanics and matrix manipulation, essential for understanding Quantum Mechanics formalism.