Svd, Singular Values, Eigenvalue, Eigenvectors, Sklearn.
Well, I have gone through lots of articles explaining what PCA is and how to find the principal component for the feature matrix. Nearly all of them talk about the eigenvectors and eigenvalues to see the principal components. Then I have seen the documentation of the python SKlearn library PCA