Machine Learning, Python, Programming, Data Science, Editors Pick.
solves the problem of finding the best possible solution when the system of equations has infinitely many solutions or no solution at all. Luckily, the answer also lies in the SVD. If we know that the SVD always exists (for matrices of any shape), and by combining the columns of U, the rows of Vᵀ,