skill PathBuild a Recommender System

The world is filled with choices, and there's a whole class of machine learning algorithms to help us navigate seemingly infinite options: recommender systems. If you've ever noticed a section on a website suggesting products you might like based on your browsing history, prior purchases, or interests, you've seen a recommender system in action. This path will introduce you to everything you need to know to build your own recommender system and begin to understand how these tools work.

1 month


Recommender Systems, Naive Bayes, SVMs, scikit-learn, Machine Learning, Python, ...and more


Beginners welcome

For those who want to

  • Get started with AI
  • Learn how recommendations work
  • Build machine learning models


Certificate of Completion

What will you be able to do?

Here are just a few things you'll be able to do with this skill.

What will you be able to do?

Here are just a few things you'll be able to do with this skill.


Use machine learning to decide what book you should read next.


Use Pandas and NumP to prepare data for machine learning.


Evaluate results and tune your data.

You really feel like there's nothing you can't learn, which in turn builds so much confidence in your skills and gives the momentum to keep learning.

Codecademy Learner

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