Machine Learning, Artificial Intelligence, Mathematics.
may hurt ML algorithms like gradient descent. Visualization So far, we have a lot of equations. Let’s visualize what SVD does and develop the insight gradually. SVD factorizes a matrix A into USVᵀ. Applying A to a vector x (Ax) can be visualized as performing a rotation (Vᵀ), a scaling (S) and