How to Choose a Linear Regression Model

Why How to Choose a Linear Regression Model?

While it is can be easy to make a model, the real science comes in choosing which model best fits your problem, and tuning your model to be just right. This course is an introduction to tools, techniques, and best practices for choosing a linear regression model and how to report your choices.

Take-Away Skills

In this course, you will learn how to decide quantitatively between different models, and evaluate model performance. We will cover both simple and multiple linear regression. You will learn how to interpret your findings, and make recommendations for which models best answer which questions.

Codecademy courses have been taken by employees at

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Choosing a Linear Regression Model
Learn how to choose the best linear regression model for a particular research question.
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What you'll create

Portfolio projects that showcase your new skills

Craigslist Analysis
Compare linear regression models to predict housing prices on Craigslist.

How you'll master it

Stress-test your knowledge with quizzes that help commit syntax to memory

Choosing a Linear Regression Model

— Madelyn, Pinterest

I know from first-hand experience that you can go in knowing zero, nothing, and just get a grasp on everything as you go and start building right away.