Machine Learning, Statistics, Eigenvectors, Eigenvalue, Principal Component.
equation, the lambda (or the scaling factor), can be any number (including complex). If it’s positive, it means it’s pointing to the same direction as the original vector. There are also special boss matrices called singular matrices, where lambda is 0 and there are also matrices that have negative