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    For a more complete introduction, I highly recommend reading the first few chapters of Trefethen & Bau, “Numerical Linear Algebra”. In addition to covering error analysis, I really like their coverage of matrix-vector operations and decompositions like QR/SVD. Matrix algebra finally “clicked” for me after reading this book as part of a numerical analysis course.