Featured resource
2026 Tech Forecast
2026 Tech Forecast

Stay ahead of what’s next in tech with predictions from 1,500+ business leaders, insiders, and Pluralsight Authors.

Get these insights
  • Course

Build a Rating Recommendation Engine with Collaborative Filtering

Recommendation systems pervade a great number of aspects of our daily lives. This course will teach you how to build your very own recommendation system using a technique called collaborative filtering.

Advanced
1h 20m
(15)

Created by Pratheerth Padman

Last Updated May 27, 2022

Course Thumbnail
  • Course

Build a Rating Recommendation Engine with Collaborative Filtering

Recommendation systems pervade a great number of aspects of our daily lives. This course will teach you how to build your very own recommendation system using a technique called collaborative filtering.

Advanced
1h 20m
(15)

Created by Pratheerth Padman

Last Updated May 27, 2022

Get started today

Access this course and other top-rated tech content with one of our business plans.

Try this course for free

Access this course and other top-rated tech content with one of our individual plans.

This course is included in the libraries shown below:

  • AI
  • Data
What you'll learn

Recommendation engines are valuable assets for many services that we use in our daily lives. They play a vital role in many industries ranging from retail, e-commerce, entertainment, and even food delivery, while greatly uplifting the user experience. In this course, Build a Rating Recommendation Engine with Collaborative Filtering, you’ll acquire the skills to build your very own recommender system. First, you’ll be introduced to recommender systems, see the different types of recommender systems, and go into more detail on the particular technique that you’re going to use during this course - collaborative filtering. Next, you'll discover how to build a recommender system using memory-based collaborative filtering. Finally, you'll learn all about model-based collaborative filtering and gain the knowledge to code it up using Python. When you're finished with this course, you’ll have the knowledge and skills to build your very own recommendation system.

Build a Rating Recommendation Engine with Collaborative Filtering
Advanced
1h 20m
(15)
Table of contents

About the author
Pratheerth Padman - Pluralsight course - Build a Rating Recommendation Engine with Collaborative Filtering
Pratheerth Padman
33 courses 4.5 author rating 2320 ratings

Pratheerth is a freelance Data Scientist who has entered the field after an eclectic mix of educational and work experiences.

Get started with Pluralsight