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recommendation systems. In this article, we’ll provide a beginner-friendly introduction to SVD, including its definition, properties, and how to find it. Definition Singular Value Decomposition (SVD) is a factorization of a matrix into the product of three matrices: U, Σ, and V*. Here, U and V are