Svd, Dimensionality Reduction, Latent Semantic Indexing, Machine Learning, Similarity Search.
According to MIT Professor Gilbert Strang, “ The Beautiful thing happened in Linear Algebra in his lifetime is ‘Singular Value Decomposition’. The process in which a rectangular piece of data (matrix) is decomposed into multiple parts. The Most Important part first, then the next important part and