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: Free Trial
Rutgers the State University of New Jersey
Supply Chain Excellence
Skills you'll gain: Logistics, Logistics Management, Supply Chain Management, Supply Chain, Manufacturing Operations, Strategic Sourcing, Operations Management, Financial Statement Analysis, Warehouse Management, Forecasting, Supply Chain Planning, Business Operations, Materials Management, Inventory Management System, Transportation Management, Procurement, Supply Chain Systems, Financial Analysis, Cash Flows, Business Metrics
4.7
Rating, 4.7 out of 5 stars
529 reviews
Advanced · Specialization · 3 - 6 Months
Status: Free Trial
University of Illinois Urbana-Champaign
Cloud Computing Concepts, Part 1
Skills you'll gain: Distributed Computing, Data Store, NoSQL, Operating Systems, Apache Cassandra, Cloud Computing, Systems Design, Apache Hadoop, Database Theory, Algorithms, Theoretical Computer Science, Scalability, C++ (Programming Language), Network Protocols
4.3
Rating, 4.3 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Big Data Integration and Processing
Skills you'll gain: Apache Spark, Apache Hadoop, Data Integration, Big Data, Data Pipelines, Data Processing, Data Management, NoSQL, Analytics, Splunk, Database Systems, MongoDB, Pandas (Python Package), SQL, PostgreSQL
4.4
Rating, 4.4 out of 5 stars
2.4K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Semiconductor Devices
Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Components, Power Electronics, Electronic Systems, Electronics, Physics, Electronics Engineering, Differential Equations, Applied Mathematics
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
601 reviews
Advanced · Specialization · 1 - 3 Months
Yale University
Rocket Science for Everyone
Skills you'll gain: Global Positioning Systems, Geospatial Information and Technology, Geographic Information Systems, Physical Science, Spatial Analysis, Mechanics, Engineering, Physics, Electrical Engineering
4.9
Rating, 4.9 out of 5 stars
558 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Washington
Data Science at Scale
Skills you'll gain: Feature Engineering, Unsupervised Learning, Data Ethics, Statistical Visualization, Data Storytelling, Big Data, Relational Databases, Supervised Learning, Database Systems, Dataflow, Data Visualization Software, Data Science, Statistical Machine Learning, Predictive Analytics, Advanced Analytics, Data Governance, Data Analysis, Predictive Modeling, Data Processing, Data Wrangling
4.2
Rating, 4.2 out of 5 stars
915 reviews
Intermediate · Specialization · 3 - 6 Months
The University of Edinburgh
Philosophy, Science and Religion: Science and Philosophy
Skills you'll gain: Research, Scientific Methods, Science and Research, General Science and Research, Biology, Systems Thinking, Anthropology, Cultural Responsiveness, Psychology, Sociology
4.5
Rating, 4.5 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University at Buffalo
Natural Gas
Skills you'll gain: Energy and Utilities, Safety Training, Environmental Regulations, Construction, Environmental Engineering, Process Engineering, Continuous Monitoring, Systems Of Measurement
4.7
Rating, 4.7 out of 5 stars
2.3K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Toronto
State Estimation and Localization for Self-Driving Cars
Skills you'll gain: Global Positioning Systems, Estimation, Machine Learning Methods, Computer Vision, Spatial Data Analysis, Mathematical Modeling, Linear Algebra
4.7
Rating, 4.7 out of 5 stars
835 reviews
Advanced · Course · 1 - 3 Months
Johns Hopkins University
Reducing Gun Violence in America: Evidence for Change
Skills you'll gain: Injury Prevention, Public Safety and National Security, Social Justice, Criminal Investigation and Forensics, Public Health, Public Policies, Policy Analysis, Health Policy, Safety and Security, Law, Regulation, and Compliance, Community Health, Risk Analysis
4.7
Rating, 4.7 out of 5 stars
305 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
SQL: A Practical Introduction for Querying Databases
Skills you'll gain: SQL, Relational Databases, Microsoft SQL Servers, MySQL, Query Languages, Database Systems, Databases, Database Management, Stored Procedure, IBM DB2, Data Manipulation, Data Analysis, Transaction Processing
4.7
Rating, 4.7 out of 5 stars
596 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of California, Irvine
Interfacing with the Raspberry Pi
Skills you'll gain: Internet Of Things, Application Programming Interface (API), TCP/IP, Electronics, Embedded Systems, Control Systems, USB, Networking Hardware, Electronic Systems, Hardware Design, Digital Communications, Computer Hardware, Computer Networking, Python Programming, Servers
4.7
Rating, 4.7 out of 5 stars
1.6K reviews
Mixed · Course · 1 - 4 Weeks