Singular Value Decomposition

Essence of Linear Algebra (9): Singular Value Decomposition — The Crown Jewel of Linear Algebra

SVD decomposes any matrix -- not just square or symmetric ones. From image compression to Netflix recommendations, from face recognition to gene analysis, SVD is the most powerful and most universal decomposition in …