Svd.
Decomposition (SVD)? Mathematical Formulation of SVD Use Cases of SVD 3.1 Dimensionality Reduction 3.2 Matrix Approximation 3.3 Data Imputation 3.4 Image Processing 3.5 Collaborative Filtering and Recommender Systems 3.6 Principal Component Analysis (PCA) 3.7 Solving Linear Systems Example: SVD on