The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is the simplest machine learning technique to predict a single numeric value, ...

Learn how to run a Python script using Docker with a real example. Package your code and dependencies for any system, step by step.

Oscillation is becoming one of the most critical issue in a power system with large-scale renewable integration. Frequency-coupled admittance model (FCAM) is widely used in the analysis of ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector regression (linear SVR) technique, where the goal is to predict a single numeric ...

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 ...

Predictive modeling using linear regression Using a linear regression model as the base to predict Competency Assessment Scores with respect to AI-Driven Training and Student Engagement, the model is ...

Multiple Linear Regression (Least-squares estimates, partition TSS/SSR/SSE, simultaneous confidence intervals, confidence regions for linear combos, general linear hypothesis testing, prediction ...

Multiple Linear Regression using Gradient Descent Overview This project implements Multiple Linear Regression using Gradient Descent in pure Python (without external libraries like NumPy or ...