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 ...

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 ...

In this video, we will implement Multiple Linear Regression in Python from Scratch on a Real World House Price dataset. We will not use built-in model, but we will make our own model. This can be ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way interactions between predictor variables. Compared to standard linear ...

3 Python programs using data from ny.gov patient data with the goal of supporting decision making. The first program is to fit a multiple regression model using values from the dataset. The second ...

Learn to perform linear regression analysis using Python and enhance your data science skills with this step-by-step guide.

This repository contains the code and data for a multiple linear regression analysis of Citi Bike ridership data in New York City. The analysis aims to predict Citi Bike ridership demand using a ...

Article citations More>> Cohen, J., Cohen, P., West, S.G. and Aiken, L.S. (2003) Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences. Lawrence Erlbaum, Mahwah. has been cited ...