This lecture covers iterative methods for solving linear systems, including Jacobi and Gauss-Seidel methods. It explains the concept of iterative methods, the consistency relation, recurrence relations, and reducing initial errors. The lecture also delves into the convergence of Jacobi and Gauss-Seidel methods, the preconditioned Richardson method, and the convergence criteria for iterative methods.