Robert L. Devaney & Morris W. Hirsch 
Differential Equations, Dynamical Systems, and Linear Algebra [PDF ebook] 

This book is about dynamical aspects of ordinary differential equations and the relations between dynamical systems and certain fields outside pure mathematics. A prominent role is played by the structure theory of linear operators on finite-dimensional vector spaces; the authors have included a self-contained treatment of that subject.