Svd, Dimensionality Reduction, Latent Semantic Indexing, Machine Learning, Similarity Search.
thousands of words, that means thousand dimensional vector, or high amount of dimensions. Handling such a big dimension needs high computing power. This is nearly impossible sometimes. Here comes the importance of SVD. We need to identify those parts which are very important and reduce the higher