Eigenvectors, Eigenvalue, Data Science, Machine Learning, Principal Component.
the eigenvectors indicate; its almost like these eigenvectors are cutting through the noise (source) This article goes into creative geometric intuition behind the covariance matrix and how it relates to linear transformations. These eigenvectors are called the “principal components” of the matrix,