Principal Component, Machine Learning, Artificial Intelligence, Linear Algebra, Data Science.
treat eigenvectors in PCA as unit length) to be our principal component. But why do our eigenvectors go in this direction in the first place? The much, much harder question is why this is. There are several ways to look at the intuition for why this works. None of them are extremely easy to