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This lecture covers the properties and calculations of the determinant of a matrix, including determining if two matrices are equal, the characteristic polynomial, eigenvalues, eigenvectors, and diagonalizability. It also discusses the affirmations that hold true for matrices of size nxn and the development of matrices according to column and row operations.