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Linear algebra is now the subject to know in quantitative disciplines of all kinds. This book from Prof. Gilbert Strang brings linear algebra to everyone, not just those with a strong background in mathematics. It goes from the basic concepts of independence, rank and dimension, to least squares, eigenvalues and the singular value decomposition.