This lecture covers the explicit 2-level scheme for advection-diffusion, stability analysis, and the use of finite differences. It explores the numerical solution of the Poisson equation, matrix structure, and boundary conditions. The instructor demonstrates the importance of linear functions in solving differential equations and the convergence of digital solutions.