This lecture covers the concept of orthogonal complement in vector subspaces, including the definition and properties of orthogonal complements. It also discusses the fundamental subspaces associated with a matrix and proves Theorem 6.12 regarding the orthogonal families. The lecture concludes with the demonstration of orthogonal bases and orthonormal bases in vector subspaces.