Data Science, Machine Learning, Statistics, Artificial Intelligence.
Principal Components Analysis (PCA). There is a fact from the concept of Linear Algebra that every matrix X has a singular value decomposition. This implies that we can factorize or decompose X into three (3) matrices which are: Left singular vector, U. Diagonal matrix, SIGMA. Right singular