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Introduction to Linear Algebra by Gilbert Strang, published in 2016 and presented in hardcover. Strang introduces key concepts such as matrix operations, vector spaces, eigenvalues and eigenvectors, and singular value decomposition, all supported by real-world applications that span engineering, physics, computer science, and data analysis.
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