Linear regression is a powerful and long-established statistical tool that is commonly used across applied sciences, economics and many other fields. Linear regression considers the relationship ...

Data insights are crucial for businesses and researchers. They give valuable information by which we make impactful decisions. How we interpret this information could be just as important as the data ...

This Jupyter Notebook demonstrates how to perform linear regression and visualize the results using matplotlib and scikit-learn. It includes examples of plotting linear and quadratic functions, ...

Use this page to revise the following concepts within correlation and least squares regression line : Note that a correlation shows the strength of the association between two variables, but it does ...

A line of best fit is usually drawn on a scatter diagram. It is drawn so that the points are evenly distributed on either side of the line. There are various methods for drawing this 'precisely' but ...

The web application is built using Flask, a Python web framework. The user interface is designed using HTML/CSS/JavaScript and the server-side scripts are written in Python. The data processing is ...

Simply collecting data is not enough. You can fill spreadsheets with data, but it's useless if you can't act on it. Regression is one of the most powerful statistical tools for finding relationships ...

A line of best fit is usually drawn on a scatter diagram. It's drawn so that the points are evenly distributed on either side of the line. There are various methods for drawing this 'precisely' but ...