Free
Course

How to Choose a Linear Regression Model

Learn how to decide which regression model to use.

  • Skill level

    Intermediate
  • Time to complete

    Approx. 2 hours
  • Certificate of completion

    Included with paid plans
  • Prerequisites

    None

About this course

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.

Syllabus

The platform

Hands-on learning

Don’t just watch or read about someone else coding — write your own code live in our online, interactive platform. You’ll even get AI-driven recommendations on what you need to review to help keep you on track.
Animated demonstration of running code in Codecademy's learning environment

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  • Practice Projects

    Guided projects that help you solidify the skills and concepts you're learning.
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Frequently asked questions about How to Choose a Linear Regression Model

  • A linear regression model is a type of predictive model we use to understand and illustrate data and the relationships within them.