In this video, we will learn what is linear regression in machine learning along with examples to make the concept crystal clear.

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, ...

For example, you might want to predict an employee's salary based on age, height, high school grade point average, and so on. There are approximately a dozen common regression techniques. The most ...

Grace Chiu, Richard Lockhart, Richard Routledge, Bent-Cable Regression Theory and Applications, Journal of the American Statistical Association, Vol. 101, No. 474 ...

Motivated by this phenomenon, we consider when a perfect fit to training data in linear regression is compatible with accurate prediction. We give a characterization of linear regression problems for ...

The solution to a linear regression problem is exact because it can be calculated by analytical means. By contrast, nonlinear regression cannot offer an analytical solution, but has to rely on ...