This lecture covers the resolution of linear systems using the LU decomposition method, focusing on decomposing matrices, solving for unknowns, and understanding the associativity of operations. The instructor demonstrates step-by-step the process of solving systems of linear equations, providing insights into the decomposition of matrices and the manipulation of augmented matrices.