Recommender Systems Courses and Certifications

Microcredential

Recommender Systems

Learn to predict user preferences with the University of Minnesota's 22-week course on recommender systems. Master techniques like collaborative filtering and matrix factorization.

• Coursera
• 22 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Building Recommender Systems with Machine Learning and AI

2952 ratings at Udemy

How to create machine learning recommendation systems with deep learning, collaborative filtering, and Python.

• Udemy
• 11 hours 44 minutes
• On-Demand
• Paid Course

Sungkyunkwan University

Recommender Systems

Explore recommender systems with Sungkyunkwan University's 4-week course. Gain understanding of collaborative filtering, deep learning, and more. Python and basic math knowledge required.

• Coursera
• 16 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Université de Montréal

Recommender Systems: Behind the Screen

How are items recommended when you’re browsing for movies, jobs or clothing online? Register here and you’ll discover the fundamental concepts and methods allowing the most relevant item suggestions to users from e-commerce to online advertisement.

• edX
• 6 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Recommendation Engine Bootcamp with 3 Capstone Projects

153 ratings at Udemy

Master recommendation systems Industry Projects using using modern recommendation techniques and methodologies

• Udemy
• 4 hours 22 minutes
• On-Demand
• Paid Course

The Ultimate Beginners Guide to Python Recommender Systems

143 ratings at Udemy

Use collaborative filtering to recommend movies to users! Implementations step by step from scratch!

• Udemy
• 3 hours 54 minutes
• On-Demand
• Paid Course

How to Build A Recommendation Engine In Python

46 ratings at Udemy

An easy to understand, hands-on tutorial to building a simple Recommendation Engine with same basic concepts as Netflix

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

EIT Digital;  Politecnico di Milano

Basic Recommender Systems

40 ratings at Coursera

Learn to design and evaluate recommender systems with EIT Digital's 4-week course. Gain skills in using algorithms, improving prediction quality, and addressing social and ethical issues.

• Coursera
• 11 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

EIT Digital;  Politecnico di Milano

Advanced Recommender Systems

22 ratings at Coursera

Learn advanced machine learning techniques to build sophisticated recommender systems with this 5-week course from EIT Digital. Gain skills in hybrid information management, factorization machines, and cross-domain recommendations.

• Coursera
• 14 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Nvidia

Mastering Recommender Systems

1 review

Learn from Nvidia's Kaggle Grandmasters about building high-functioning recommender systems for e-commerce, using anonymized user interactions and history. Less than 1-hour workload.

• YouTube
• 47 minutes
• On-Demand
• Free Online Course

Building Recommendation Engines with PySpark

Learn tools and techniques to leverage your own big data to facilitate positive experiences for your users.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

National Tsing Hua University

Recommender Systems in Python

Learn what recommender systems are, why they’ve become so popular, and how AI could help you implement your own.

• FutureLearn
• 6 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)

Building a Recommendation System with Python Machine Learning & AI

165 ratings at LinkedIn Learning

Discover how to use Python to build programs that can make recommendations. This hands-on course explores different types of recommendation systems, and shows how to build each one.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Building Recommender Systems with Machine Learning and AI

129 ratings at LinkedIn Learning

Learn how to build recommender systems and help people discover new products and content with deep learning, neural networks, and machine learning recommendations.

• LinkedIn Learning
• 9 hours
• On-Demand
• Free Trial Available

Data Science Dojo

Building a Personalised Attrition Recommendation System

Learn to build an attrition recommendation system with Data Science Dojo. In under an hour, explore data collection, preprocessing, model development, and deployment strategies to prevent employee churn.

• YouTube
• 58 minutes
• On-Demand
• Free Online Course