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Singular Value Decomposition (SVD) Explained Simply

YouTubeUnderstand The Math

Singular Value Decomposition (SVD) Explained Simply

Here’s the simplest way to understand Singular Value Decomposition (SVD). We look at the matrix factorization: A = U Σ V^T and interpret V^T as the right singular vectors, Σ as the singular values, and U as the left singular vectors. Geometrically, SVD can be viewed as a sequence of transformations: rotate → stretch → rotate. If you’d ...

1.9K views1 month ago

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