Data Science, Machine Learning, Linear Algebra, Scipy, Algorithms.
if you know that matrix A is of size M * N: Matrix U is of size M * M Matrix V is of size N * N Matrix Sigma is of size M * N The * indicates that the matrices are multiplied and the ^t that you see in V^t means that the matrix is transposed, which means that the rows and columns are interchanged.