Principal Component, Machine Learning, Artificial Intelligence, Linear Algebra, Data Science.
eigenvalues and eigenvectors of the covariance matrix (X transpose X)/N Assuming that X has been normalized already, and is N x m Now that we know the raw computation, as well as the meaning behind the formula, we can much easier understand the second way to approach PCA — with the Singular Value