The finite difference method involves establishing nodal networks, deriving finite difference approximations for the governing equations at interior and exterior nodal points, and developing and solving a system of simultaneous algebraic nodal equations. This method is commonly used for heat transfer problems and involves discretizing the domain, deriving equations for each node, and solving the resulting system of equations numerically.