What are recommender systems?

Recommender systems are processes that information filtering systems use to identify and predict the amount of interest a user is likely to have in items. Recommender systems then suggest those items that are the most likely to be well received by the user. These systems are mainly used in commercial or retail settings, to show potential customers what previous customers with similar interests also viewed or purchased. The goal of using a recommender system is to increase sales by showing users the items they're most likely to want.

Why is it important to learn about recommender systems?

When you learn about recommender systems, you can become more valuable to your employer by helping to increase sales by applying this deep-learning tactic. It can help you become more data literate as a professional in the field of marketing. If you enjoy advanced mathematics or building spreadsheets, learning about recommender systems may prove especially satisfying to you because it involves using algorithms and spreadsheets. Learning how to program recommender systems is important for IT teams and website builders working for commercial companies.

What career opportunities can arise from learning recommender systems?

Learning about recommender systems can help you launch a new career in data science or in the IT field. You could work for large companies that want to keep visitors on their sites as long as possible by offering products, music, or videos that site users are likely to appreciate based on previous behaviors. Other career fields you could enter after adding recommender systems to your educational portfolio include data science, data mining, machine learning, and artificial intelligence (AI).

How can taking online courses on Coursera help me learn recommender systems?

Taking courses on Coursera can help you learn about recommender systems by introducing the information at your current level of study, so you are challenged enough to find the learning exciting. It can also help because you get to progress through the recommender systems courses while covering topics, such as TensorFlow and collaborative filtering, at your own pace on Coursera, so you can finish as quickly or as slowly as you need to thoroughly absorb the material.

What are the benefits of taking an online Recommender Systems course?

Online Recommender Systems courses offer a convenient and flexible way to enhance your knowledge or learn new Recommender Systems skills. Choose from a wide range of Recommender Systems courses offered by top universities and industry leaders tailored to various skill levels.

What Recommender Systems courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Recommender Systems, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Recommender Systems Courses - Learn Recommender Systems Online

Explore the Recommender Systems Course Catalog

Status: New
Google Cloud
Networking in Google Cloud: Network Security - Français
Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Network Security, Threat Detection, Proxy Servers, Network Monitoring, Intrusion Detection and Prevention, Network Troubleshooting, Firewall, Google Cloud Platform, Identity and Access Management
Intermediate · Course · 1 - 3 Months
Google Cloud
Work with Gemini Models in BigQuery - 日本語版
Skills you'll gain: Customer Relationship Management, Google Cloud Platform, Generative AI, Applied Machine Learning, Big Data, Predictive Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), SQL, Machine Learning, Data Analysis
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Gemini for Security Engineers - Bahasa Indonesia
Skills you'll gain: Google Cloud Platform, Cloud Security, Cloud Computing, Security Controls, Security Engineering, Generative AI, Threat Detection, Artificial Intelligence, System Configuration
Beginner · Course · 1 - 4 Weeks
Google Cloud
Work with Gemini Models in BigQuery - 简体中文
Skills you'll gain: Google Cloud Platform, Big Data, Business Intelligence, Generative AI, Customer Relationship Management, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), SQL, Data Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Gemini for Security Engineers - 日本語版
Skills you'll gain: Cloud Security, Generative AI, Google Cloud Platform, Cloud Computing, Security Testing, Application Deployment, Security Engineering, Artificial Intelligence, System Configuration
Beginner · Course · 1 - 4 Weeks
Google Cloud
Building Resilient Streaming Analytics Systems on GC - 한국어
Skills you'll gain: Data Pipelines, Google Cloud Platform, Real Time Data, Data Processing, Big Data, Analytics, Cloud Computing, Performance Tuning, Scalability
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Engineering Management Graduate Certificate
Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Goal Setting, Engineering Management, Financial Analysis, Milestones (Project Management), Financial Statement Analysis, Cost Estimation, Environmental Social And Corporate Governance (ESG), Team Leadership, Stakeholder Management, Agile Project Management, Capital Budgeting, Personal Development, Self-Awareness, Risk Analysis, Financial Modeling
Credit offered
Graduate Certificate · 6 - 12 Months
Status: New
Google Cloud
Networking in Google Cloud: Fundamentals - Español
Skills you'll gain: Network Troubleshooting, Network Monitoring, Google Cloud Platform, General Networking, Virtual Private Networks (VPN), Network Administration, Network Infrastructure, Computer Networking, Network Security, Virtual Machines, Load Balancing
Intermediate · Course · 1 - 4 Weeks
Status: New
Google Cloud
Networking in Google Cloud: Network Security - 日本語版
Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Continuous Monitoring, Network Security, Network Monitoring, Proxy Servers, Intrusion Detection and Prevention, Threat Detection, Firewall, Google Cloud Platform, Network Troubleshooting, Identity and Access Management
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Power Electronics Graduate Certificate
Skills you'll gain: Computer Vision, Power Electronics, Debugging, Display Devices, Image Analysis, Design Reviews, Tensorflow, Semiconductors, Electrical Engineering, Electronic Systems, Deep Learning, Systems Design, Artificial Neural Networks, Software Documentation, USB, Computer Programming Tools, Technical Design, Test Engineering, Embedded Systems, Electronic Components
Credit offered
Graduate Certificate · 6 - 12 Months
University of Colorado Boulder
Semiconductor Photonics Graduate Certificate
Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Electronic Systems, Technical Design, Electrical Engineering, USB, Electronic Components, Process Control, Simulation and Simulation Software, Performance Tuning, Engineering Calculations, Physics, Basic Electrical Systems, Engineering Analysis, Hardware Design, Technology Solutions, System Requirements, Computer-Aided Design, Systems Design
Credit offered
Graduate Certificate · 6 - 12 Months
Status: New
University of Colorado Boulder
Solar Power Sensors
Skills you'll gain: Power Electronics, Electronic Components, Semiconductors, Electrical Engineering, Electronic Systems, Basic Electrical Systems, System Monitoring, Environmental Monitoring, Safety and Security, Physics, Manufacturing Processes
Intermediate · Course · 1 - 4 Weeks