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This lecture covers the matrix representations of linear applications, focusing on the transition matrices between different bases and the concept of change of basis. It also explores examples illustrating the calculation of matrices in different bases and the characterization of linear applications through matrices. The lecture concludes with a discussion on invariants and the extraction of the kernel and image of a matrix.