This lecture covers the parabolic heat equation with no source term, focusing on the evolution of the solution over time in different geometries and boundary conditions. It explores the numerical methods used to solve parabolic PDEs, emphasizing the importance of well-posed problems and the challenges in solving them analytically or numerically.