This lecture covers the concept of orthogonal diagonalization for symmetric matrices in linear algebra. It explains the conditions under which a matrix is orthogonally diagonalizable and the properties of such matrices, including symmetry. The lecture also discusses the relationship between orthogonal diagonalization and symmetric matrices, providing examples and proofs.