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In the landscape of undergraduate mathematics, Linear Algebra often presents a unique challenge. Unlike Calculus, which relies heavily on the mechanical application of derivative and integral rules, Linear Algebra introduces students to a new language of abstraction—vector spaces, linear transformations, and eigenvalues.