This lecture covers the concept of eigenvalues and diagonalization of square matrices. It explains the characteristic polynomial, eigenvectors, and the conditions for a matrix to be diagonalizable. The instructor demonstrates examples and proofs related to eigenvalues, eigenvectors, and the diagonalization process.
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