Linear Algebra, Eigenvectors, Python, Dimensionality Reduction, Matrix Factorization.
A Fundamental Subject for Dimension Reduction Photo by MARIOLA GROBELSKA on Unsplash Eigenvalues and eigenvectors express the characteristics of a matrix in the narrow sense of linear transformation. An eigenvector is a vector that does not change direction when a linear transformation is applied.