This lecture covers the properties and uniqueness of reduced echelon matrices, including the definition of a reduced echelon matrix, the Gauss theorem stating every matrix is row-equivalent to a reduced echelon matrix, and the uniqueness of the reduced echelon form. It also discusses the criterion of invertibility by elementary operations and the generation of the identity matrix through row equivalence.