This project implements Linear Regression with One Variable using Python and NumPy. It is an introductory machine learning model that demonstrates how a line of best fit can be used to predict ...

Linear Regression to Predict Profits. Overview: This Python program utilizes linear regression to predict profits based on city populations. It loads data from a provided text file, visualizes this ...

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.

If just one variable affects the dependent variable, a simple linear regression model is sufficient. If, on the other hand, more than one thing affects that variable, MLR is needed.