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This lecture introduces the concept of diagonalization of matrices, explaining that a matrix is diagonalizable if it is similar to a diagonal matrix. The instructor covers the process of finding eigenvalues and eigenvectors, determining diagonal entries, and the importance of linear independence. The lecture also includes examples and proofs related to diagonalization.