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This lecture covers LU decomposition of a matrix, including steps to reduce it to an upper triangular matrix and find the value of a specific element. It also explains the change of basis for a linear transformation, providing the transition matrices and the representation matrix. The instructor demonstrates the process with detailed examples and calculations.