This lecture introduces alternative numerical methods for solving differential equations, such as Crank-Nicolson, which involves averaging the current and next time steps. Another method discussed is Heun's method, which replaces a single step in the Euler method with a smaller step. The lecture also covers an existing method with rapid convergence but potential instability due to its implicit nature. Additionally, two more methods are briefly mentioned.