Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
dimensionality reduction, revealing the main directions of variation in data, and often complements SVD in many ways. We will explore the fundamental concepts of PCA, its applications, and its relationship with SVD. To prepare this article, the following primary sources were consulted: Strang, G.