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This lecture covers the concept of coarse graining in statistical physics, focusing on the process of real space renormalization and the implications of approximations in the Ising model. The instructor discusses the transformation of the system under renormalization flow and the critical properties of the system. Various approximations and their impact on the system's behavior are explored.