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

Universidad de los Andes
Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®
Skills you'll gain: User Story, Maintainability, Test Automation, Software Testing, Version Control, Test Driven Development (TDD), Git (Version Control System), Software Architecture, Continuous Integration, Software Design, Unit Testing, Acceptance Testing, Usability, Regression Testing, Software Design Patterns, Web Content Accessibility Guidelines, Agile Software Development, Quality Assurance, Angular, Unified Modeling Language
Credit offered
Mastertrack · 6 - 12 Months
BITS Pilani
Bachelor of Science in Computer Science
Skills you'll gain: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Object Oriented Design, Android Development, Operating Systems, Database Design, Bioinformatics, Feature Engineering, User Interface (UI) Design, Threat Modeling, Algorithms, Version Control, Java Programming, Data Structures, Model View Controller, Computational Logic
Earn a degree
Degree · 1 - 4 Years
Dartmouth College
Master of Engineering in Computer Engineering
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
Status: New
Coursera Instructor Network
Azure Data Engineering: Cosmos DB, SQL & Analytics
Skills you'll gain: Dashboard, Azure Synapse Analytics, Microsoft Azure, Transact-SQL, Data Storage, Data Architecture, Performance Tuning, Query Languages, SQL, NoSQL, Cloud-Native Computing, Data Processing, Business Intelligence, Analytics, Cloud Computing Architecture, Data Integration, Data Modeling, Scalability
Intermediate · Course · 1 - 4 Weeks
O.P. Jindal Global University
M.A. Public Policy
Skills you'll gain: Econometrics, Surveys, Environmental Laws, Sampling (Statistics), Social Sciences, Public Policies, Political Sciences, Data Collection, Health Disparities, Economics, Policy, and Social Studies, Economic Development, Policy Analysis, Presentations, Diplomacy, International Relations, Economics, Complex Problem Solving, Research Methodologies, Socioeconomics, Governance
Earn a degree
Degree · 1 - 4 Years
Imperial College London
Master of Science in Machine Learning and Data Science
Skills you'll gain: Data Ethics, Supervised Learning, Exploratory Data Analysis, Unsupervised Learning, Student Support and Services, PySpark, Data Pipelines, Linear Algebra, Ggplot2, Dimensionality Reduction, Student Services, Data Processing, Big Data, Agentic systems, Graphing, A/B Testing, Unstructured Data, Deep Learning, Bayesian Statistics, Applied Machine Learning
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Maestría en Gerencia de la Ingeniería
Skills you'll gain: Technology Strategies, Engineering Management, Organizational Strategy, Business Modeling, Project Management, Prototyping, Project Management Life Cycle, Project Management Institute (PMI) Methodology, Stakeholder Management, Feasibility Studies, Team Oriented, Value Propositions, Financial Statements, Product Management, Systems Thinking, Asset Management, Agile Methodology, Project Risk Management, Corporate Sustainability, Operations Research
Earn a degree
Degree · 1 - 4 Years
Pontificia Universidad Católica de Chile
Certificado en Gestión y Políticas en Salud Pública
Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Descriptive Analytics, Business Analytics, Biostatistics, Gerontology, Health Policy, Healthcare Ethics, Digital Transformation, Descriptive Statistics, Health Equity, Assertiveness, Statistical Hypothesis Testing, Telehealth, Health Disparities, Public Health, Object Oriented Programming (OOP), Program Evaluation, Occupational Safety and Health Administration (OSHA), Health Systems
Credit offered
Mastertrack · 6 - 12 Months
Pontificia Universidad Católica de Chile
Certificado en Bases de la Salud Pública
Skills you'll gain: Epidemiology, Public Health and Disease Prevention, Health Disparities, Biostatistics, Health Policy, Health Systems, Healthcare Ethics, Descriptive Statistics, Statistical Hypothesis Testing, Health Technology, Public Health, Infectious Diseases, Health Care, Scientific Methods, Health Equity, Community Health, Preventative Care, Statistics, Research Design, Research Methodologies
Credit offered
Mastertrack · 6 - 12 Months