Free
Course

Machine Learning: Logistic Regression

Predict the probability that a datapoint belongs to a given class with Logistic Regression.

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  • Skill level

    Beginner

  • Time to complete

    Approx. 3 hours

  • Certificate of completion

    Included with paid plans

  • Prerequisites

    None

About this course

Continue your Machine Learning learning journey with Machine Learning: Logistic Regression. Learn how to implement and evaluate Logistic Regression models, and interpret the probabilities it returns. Use these skills to predict the class of new data points.

Skills you'll gain

  • Prepare data for a Logistic Regression model

  • Implement and assess Logistic Regression models

  • Solve problems like disease identification and customer conversion

Syllabus

2 lessons • 2 projects • 2 quizzes
  • lesson Logistic Regression
    quiz Logistic Regression
    project Predict Titanic Survival
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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

Projects in this course

Reviews from learners

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    Codecademy Learner @ USA
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  • Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.
    John-Andrew
    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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Join over 50 million learners and start Machine Learning: Logistic Regression today!

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