Free
Course

Learn Recommender Systems

Leverage machine learning to make recommendations with recommender systems.

4.19 out of 5 stars
1,904 learners enrolled
  • Skill level

    Intermediate
  • 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

    3 courses
    We suggest you complete the following courses before you get started with Learn Recommender Systems:
    • Machine Learning Fundamentals
    • Machine Learning: K-Nearest Neighbors
    • Foundations of Machine Learning: Unsupervised Learning

About this course

Recommender systems are at the heart of so many applications we use everyday from your favorite movie streaming service to food delivery to dating apps! This course walks you through what they are, how they work, what makes a good recommender system and how to build one

Skills you'll gain

  • Build a recommender system

  • Assess the performance of a recommender system

  • Improve on the performance of your recommender system model

Syllabus

The platform

Hands-on learning

Animated GIF of an AI provided error explanation within Codecademy's learning environment
An AI-generated hint within the instructions of a Codecademy project
Animated GIF of Codecademy's Job Readiness Checker tool generating a compatibility report for a senior software engineer role
Animated GIF of building a phone screen interview using Codecademy's Interview Simulator
A fill-in-the-blank JavaScript question in a Codecademy assessment
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.

Earn a certificate of completion

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  • Show proofReceive a certificate that demonstrates you've completed a course or path.
  • Build a collectionThe more courses and paths you complete, the more certificates you collect.
  • Share with your networkEasily add certificates of completion to your LinkedIn profile to share your accomplishments.

Learn Recommender Systems course ratings and reviews

4.19 out of 5 stars
93 ratings
  1. 5 stars
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  5. 1 star
  • 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.
    Chris
    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.
    Rodrigo
    Codecademy Learner @ UK
  • 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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Join over 50 million learners and start Learn Recommender Systems 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.