Dimensionality Reduction, Eigenvectors, Eigenvalue, Data Science, Machine Learning.
the operator acts on the vector) if it makes you taller or shorter (scales the vector) then the vector is called the Eigenvector of the operator. And how much did it scale? The value by which you increased or decreased is called Eigenvalue. Remember you are the same just the height is changing!