Data Science, Machine Learning, Statistics, Artificial Intelligence.
vector, V. Mathematics: The dimension of X is (m x d), usually m greater than or equal to d, the dimension of U is (s x m), the dimension of sigma is (s x s) while the dimension of V transpose is (s x d) where; The left singular vector, U is orthogonal which implies that: where I is an Identity