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This lecture covers the formulation of linear systems, regular matrices, direct methods for solving linear systems, such as Cholesky factorization and QR factorization, and iterative methods. It also discusses the cost of LU factorization, factorization read, and the importance of matrix regularity in solving linear systems.
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