This lecture covers the properties of invertible matrices, including injectivity, surjectivity, and the characterization of invertible matrices. The instructor demonstrates the Gauss algorithm for finding the inverse of a matrix, using elementary operations and elementary matrices. Examples are provided to illustrate the process of inverting matrices and checking the calculations.