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This lecture covers Chaos Theory, focusing on Discrete Dynamical Systems represented by maps. Topics include fix points, linear stability, Lyapunov exponents, and the Arnold's Cat Map. The instructor provides insights into the sensitivity to initial conditions and the transition to chaos.