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This lecture covers the concept of diagonalization of matrices, explaining how two matrices are similar if they have the same characteristic polynomial and eigenvalues. The lecture also discusses the conditions under which a matrix is diagonalizable, the criteria for diagonalization, and the process of finding the diagonal matrix. It further explores the significance of having distinct eigenvalues for diagonalizability and provides examples to illustrate the concepts.
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