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Re:Why is it important for a matrix to be square? (2018) by jedbrown on Sunday June 21, 2020 @06:10PM (#23595802)
Trefethen and Bau's Numerical Linear Algebra (http://people.maths.ox.ac.uk/trefethen/text.html) introduces SVD up-front, before discussing how to compute anything.

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