Eigenvectors, Eigenvalue, Data Science, Machine Learning, Principal Component.
video to see great animations that do much better justice to this problem. Now keep in mind that eigenvectors come from linear algebra, so they are only good at understanding underlying linear patterns. As we have seen, however, “tricks” can be done to elicit this linear structure. For example,