Using NumPy for array and matrix math in Python Many mathematical operations, especially in machine learning or data science, involve working with matrixes, or lists of numbers.

Move math to NumPy If you are doing matrix-based or array-based math and you don’t want the Python interpreter getting in the way, use NumPy.