Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
straightforward. In some applications, such as social network analysis or bioinformatics, interpreting the results of SVD might require additional domain knowledge. Addressing the Challenges in Specific Scenarios Large Datasets: For large datasets, algorithms like randomized SVD or block SVD can be