Linear and nonlinear physical systems are modeled, and methods of first and second order are applied to calculate its dynamic response. It is emphasized the non-linear numerical methods for Ordinary Differential Equations, their properties and efficiency, as well as the physical interpretation of the estimated dynamic response. As a result of this course, students will be able to model and calculate answers for a wide variety of both linear and non-linear physical systems.