Programming language: Intermediate experience with Python, Jupyter Notebook Math: Intermediate Linear Algebra, Sets and Functions: Properties of sets, definition and properties of functions.

Overview The right Python libraries can dramatically improve speed, efficiency, and maintainability in 2025 ...

NumPy is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate ...

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.

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 ...