Learn how this popular Python library accelerates math at scale, especially when paired with tools like Cython and Numba.

Array programming, the heart of NumPy, is especially important in artificial intelligence programming, including machine learning and deep learning.

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I really like to use numerical calculations without all the fancy programming ...

By drawing on C libraries for the heavy lifting, NumPy offers faster array processing than native Python. It also stores numerical data more efficiently than Python’s built-in data structures.