This lecture covers the resolution of linear systems using the Gauss method to transform the augmented matrix into a row echelon form. By analyzing the resulting matrix, it is possible to determine if the system has a unique solution, infinite solutions, or no solution. The process involves identifying pivot elements and free variables, which are crucial in understanding the nature of the system's solutions.