Course

Intro to Regularization with Python

Improve machine learning performance with regularization.

This course includes
This course includes
  • Skill level

    Intermediate
  • Time to complete

    Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary
     
    2 hours
  • Projects

    1
  • Prerequisites

    1 course
     
    We suggest you complete the following courses before you get started with Intro to Regularization with Python:
    • Machine Learning: Logistic Regression

About this course

Machine learning models need to perform well not only on their training data, but also on new data. In this course, you will learn how to use regularization to improve performance on new data. You will learn the most common techniques for regularization, how they work, and how to apply them.

Skills you'll gain

  • Minimize overfitting

  • Apply ridge and lasso regularization

  • Understand the bias-variance tradeoff

The platform

Hands-on learning

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Join over 50 million learners and start Intro to Regularization with Python today!

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  • Practice Projects

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