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

NumPy is known for being fast, but there's always room for improvement. Learn how to use Cython to iterate over NumPy arrays at the speed of C.

Python's data operations, with libraries like NumPy, pandas, Seaborn, and Pingouin, are much more efficient when working with large amounts of data.

What is Seaborn? Seaborn is a library for making statistical graphics in Python. It builds on top of matplotlib and integrates closely with pandas data structures .

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 ...