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This course is an introduction to synchronization phenomenon in complex systems from mathematical point of view. The required mathematical theory (in particular, dynamical systems theory) for understanding synchronization in networks will be provided in this course. To give deep understanding of concepts, lots of examples and numerical simulations will be presented in the course.