Build a Machine Learning Pipeline

Learn how to build machine pipelines that automate your workflow and keep everything consistent.

2,646 learners enrolled
  • Skill level

  • Time to complete

    Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary
    1 hour
  • Certificate of completion

    Included with paid plans
  • Prerequisites


About this course

Pipelines help turn buly and unwieldy machine learning workflows into shorter, interpretable, and reproducible processes that can be deployed to users. This course walks you though the major stages of building a pipeline for your machine learning project.

The platform

Hands-on learning

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Meet the creator of the course
Nitya Mandyam
Senior Curriculum Developer at Codecademy
Nitya is a Senior Curriculum Developer at Codecademy. Nitya has created courses and skill paths relating to machine learning/AI across the Data Science catalog such as Feature Engineering, ML Fundamentals, Intermediate ML, Recommender Systems, Building a ML Pipeline.

Reviews from learners

  • The progress I have made since starting to use codecademy is immense! I can study for short periods or long periods at my own convenience - mostly late in the evenings.
    Codecademy Learner @ USA
  • I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.
    Codecademy Learner @ UK
  • Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.
    Codecademy Learner @ USA

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Frequently asked questions about Build a Machine Learning Pipeline

  • Data needs to be collected, cleaned, and properly formatted before you can analyze or use it to build machine learning models. This can be costly to do manually, so we use machine learning pipelines to automate the process.

Join over 50 million learners and start Build a Machine Learning Pipeline today!

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.