Recommender systems courses can help you learn collaborative filtering, content-based filtering, and hybrid approaches to personalization. You can build skills in data analysis, user behavior modeling, and algorithm evaluation. Many courses introduce tools like Python libraries such as Scikit-learn and TensorFlow, that support implementing machine learning algorithms, as well as frameworks for managing large datasets and user interactions.

École Nationale des Ponts et Chaussées
Skills you'll gain: Electrical Systems, Energy and Utilities, Transportation Operations, Electric Power Systems, Sustainable Development, Sustainable Technologies, Economic Development, Sustainable Engineering, Climate Change Mitigation, Market Dynamics, Economics, Market Analysis, Environmental Science, Public Policies, Financial Inclusion, Pollution Prevention, Cost Benefit Analysis
Beginner · Course · 1 - 3 Months

University of Geneva
Skills you'll gain: Media and Communications, Healthcare Ethics, Epidemiology, Infectious Diseases, Infection Control, Crisis Intervention, Economics, Policy, and Social Studies, Emergency Response, Policy Analysis, Social Sciences, Socioeconomics, Bloodborne Pathogens, Health Disparities, International Relations, Public Health and Disease Prevention, Public Health, Clinical Research Ethics, Microbiology, Pathology, Health Systems
Mixed · Course · 1 - 3 Months

Università di Napoli Federico II
Skills you'll gain: NoSQL, Apache Hadoop, Apache Hive, Big Data, Database Systems, Artificial Intelligence, Data Architecture, Data Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Database Theory, Distributed Computing, Data Processing, Transaction Processing, Business Intelligence, Data Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: File Systems, Linux, Linux Commands, File Management, Linux Administration, Operating Systems, Unix, Command-Line Interface, Authorization (Computing), Data Storage
Intermediate · Guided Project · Less Than 2 Hours
Yonsei University
Skills you'll gain: Semiconductors, Electronics, Electronics Engineering, Electronic Components, Electronic Hardware, Electronic Systems, Electrical Engineering, Display Devices, Materials science, Engineering, Scientific, and Technical Instruments, Computer Displays, Manufacturing Processes, Emerging Technologies, Chemical and Biomedical Engineering, Biotechnology, Reliability, Physics
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Ethics, AI Personalization, Sales Process, Sales Presentation, Customer Engagement, Customer experience improvement, Customer Relationship Management (CRM) Software, Customer Retention, Prompt Engineering, Microsoft Copilot, Customer Analysis, Customer Relationship Management, Sales Strategy, Law, Regulation, and Compliance, Workflow Management, Sales, Responsible AI, Sales Presentations, Email Automation, Calendar Management
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Infrastructure as Code (IaC), AWS CloudFormation, CI/CD, Git (Version Control System), Jenkins, Ansible, Devops Tools, Version Control, Terraform, Docker (Software), Kubernetes, DevOps, Prometheus (Software), Cloud-Native Computing, Software Configuration Management, Continuous Deployment, Containerization, Continuous Integration, Amazon Web Services, Configuration Management
Beginner · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: Education and Training, International Relations, Systems Thinking, World History, Systems Analysis, Community Development, Leadership, Policy Analysis, Research, and Development, Intercultural Competence, Policy Analysis, Discussion Facilitation, Diversity Equity and Inclusion Initiatives
Beginner · Course · 1 - 3 Months

The Museum of Modern Art
Skills you'll gain: Supply Management, Supply Chain, Supply Chain Planning, Ethical Standards And Conduct, Sustainable Systems, Sustainable Development, Environmental Issue, Social Impact, Art History, Public History, Waste Minimization, Product Design, Production Process, World History, Consumer Behaviour, Creative Thinking, Personal Development, Problem Solving, Critical Thinking
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Course Development, Learning Management Systems, Information Architecture, Education Software and Technology, Content Management Systems, Content Management, Design
Beginner · Guided Project · Less Than 2 Hours

Edge Impulse
Skills you'll gain: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI literacy, Machine Learning Methods, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Industrial Engineering, Data Science, Product Development
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Hardening, Performance Tuning, Systems Analysis, Operating System Administration, Technical Support and Services, Virtual Environment, Virtualization and Virtual Machines, Memory Management, File I/O, Security Management, Debugging, Service Management, OS Process Management, Data Maintenance, Scripting, Record Keeping, Configuration Management
Beginner · Specialization · 1 - 3 Months