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The structure of this book reflects the syllabus of a standard Master course on nonlinear dynamics and chaos. The first part of the book is a complete introduction to Dynamical Systems for non-mathematicians and explains all the mathematical concepts needed to understand the book. The second part treats more advanced subjects, such as chaos and strange attractors, from an experimentalist point of view.