With the modeling and graphical visualization as the central approach, Borrelli's Differential Equations, 2nd Edition introduces differential systems and numerical methods early on and encourages the use of numerical solvers from the very start. It covers modern topics such as sensitivity, long-term behavior, bifurcation, and chaos together with the basic solution formula techniques and theory.