Svd, Latent Semantic Analysis, Text Analytics, Data Science, Development.
to calculate the decomposition of a term-document matrix (generated by a algorithm like TF-IDF). After that, we'll try to understand some concepts involved in the results. The last two sections of this article will finally cover the mathematical and intuitive explanations of how SVD works. I