Machine Learning, Artificial Intelligence, Mathematics.
are highly related. If we have a matrix containing the weight and height of 1000 people, the first component in the SVD decomposition will dominate. The u₁ vector indeed demonstrates the ratio between weight and height among these 1000 people as we discussed before. Principal Component Analysis