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This lecture covers Chaos Theory, focusing on chaotic systems like the Lorenz system, sensitivity to initial conditions, and chaotic maps. It also delves into fractals, discussing the Hausdorff dimension, box counting dimension, and the Hentschel-Procaccia spectrum.