Free
Course

Linear Regression in Python

Learn how to fit, interpret, and compare linear regression models in Python.

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4,970 learners enrolled

  • Skill level

    Intermediate

  • Time to complete

    Approx. 7 hours

  • Certificate of completion

    Included with paid plans

  • Prerequisites

    None

About this course

In this course, you’ll learn how to fit, interpret, and compare linear regression models in Python. This is useful for research questions such as:

  • Can I predict how much a customer will spend at a store based on attributes such as age, income, and location?
  • What is the relationship between a person’s income and other attributes such as education level and years of experience?

This course requires some prior experience with Python, including experience with Pandas and basic data manipulation, summary statistics, and hypothesis testing.

Syllabus

4 lessons • 3 projects • 3 quizzes
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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

Projects in this course

Reviews from learners

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    Codecademy Learner @ USA
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    Codecademy Learner @ USA

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Unlock additional features with a paid plan

  • Practice Projects

    Guided projects that help you solidify the skills and concepts you're learning.

  • Assessments

    Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.

  • Certificate of Completion

    Earn a document to prove you've completed a course or path that you can share with your network.
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