Principal Component, Machine Learning, Artificial Intelligence, Linear Algebra, Data Science.
our statement of the rule at the beginning of the intuition, x1 is indeed the eigenvector associated with the largest eigenvalue. This x1 is the principal component. If we were in multiple dimensions, with multiple orthogonal eigenvalues all pointing in different directions, and wanted the most