Numerical methods for partial differential equations (PDEs) are essential tools for approximating solutions to problems where analytical solutions are difficult or impossible to obtain. These methods transform PDEs into algebraic equations that can be solved using computational techniques, enabling the simulation and analysis of complex systems in fields like physics, engineering, and finance.