Principal Component, Machine Learning, Artificial Intelligence, Linear Algebra, Data Science.
PCA. They might seem random but they will make sense soon enough. Let’s multiply A transpose by itself, by substituting the SVD definition. We can see that this final output, on the right-hand side, entirely mimics the format for a diagonalization of a matrix. That means that D is the eigenvalues