Linear Algebra, Eigenvectors, Python, Dimensionality Reduction, Matrix Factorization.
The eigenvectors of a matrix are the vectors that do not change direction when that matrix is multiplied by them. The eigenvalues of a matrix are the scalars that determine how much the eigenvectors are scaled by the matrix. The equation: T(v) = λv This means that if you have a transformation T