Computational methods for linear systems, Gaussian elimination, conditioning and stability, pivoting strategies, special linear systems (such as positive definite, banded, or sparse), QR factorization and least squares problem. Computational methods for eigenvalue problems and singular value decompositions. Iterative methods for linear systems (such as GMRES, conjugate gradient and preconditioning).
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