This lecture covers the application of finite differences to solve linear algebraic systems arising from partial differential equations, focusing on iterative methods like Jacobi and Gauss-Seidel. It also explores the convergence criteria related to the number of iterations and mesh size, illustrated with exercises on singularities in physical systems.