Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Physics and Python stuff. Most of the videos here are either adapted from class lectures or solving physics problems. I ...

Build your first neural network step by step! Learn how a perceptron works by coding it from the ground up—no libraries, just Python.

🧠 Linear Regression – Best-Fit Line from Scratch 📌 Goal This project demonstrates a basic implementation of linear regression using pure Python – without any machine learning libraries.