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

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 ...

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

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...

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 ...