Linear Algebra, Eigenvectors, Python, Dimensionality Reduction, Matrix Factorization.
eigenvalues are used to transform sparse matrices because they are computationally efficient ways to represent linear transformations. Eigenvectors can be used to represent the direction of the transformation, while eigenvalues can be used to represent the magnitude of the transformation. This