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Matrix factorization is the process of breaking down a matrix into a product of simpler matrices, which can simplify many mathematical operations and help to extract useful features from the original matrix. This concept is crucial in simplifying complex linear transformations, enabling easier calculations and providing insights into the structure of data represented by the matrix. It's especially important in applications such as solving systems of equations, data compression, and eigenvalue problems.
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