Eigenvectors, Eigenvalue, Data Science, Machine Learning, Principal Component.
(real numbers) eigenpairs. Eigendecomposition just gives a quick peek at how these fundamental objects of a matrix can be recomposed to recreate it. This gives some intuition on how this could be used for compression, which is an important application of eigenstuff. I will attempt to not go to