This lecture covers various properties of matrices, including their shapes, compatibility, and invertibility. It explains concepts such as staggered shapes, augmented matrices, system compatibility, and invertible square matrices. The instructor discusses the conditions for a matrix to have multiple shapes, the compatibility of linear systems, and the invertibility of matrix products.