Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
Its versatility spans a range of applications, including but not limited to data compression, feature extraction, recommendation systems, and image processing. Let’s delve into these primary application areas. Data Compression SVD serves as a powerful tool for data compression. By retaining only