This lecture covers the concept of inverse matrices, the resolution of systems of linear equations, and the conditions for a matrix to be invertible. It explains the process of finding the inverse matrix, the uniqueness of solutions for invertible matrices, and the Gauss-Jordan algorithm for matrix inversion.