A slow Python program isn’t necessarily fated ... An an example, you can speed up math and statistics operations dramatically by using libraries such as NumPy and Pandas. A common adage of ...

Math that involves conventional Python objects won’t see a speedup. Numba also works hand-in-hand with NumPy, so you can get the best of both worlds—NumPy for all the operations it can solve ...