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.

University at Buffalo
Skills you'll gain: Model Based Systems Engineering, Peer Review, Systems Engineering, Product Lifecycle Management, Intrusion Detection and Prevention, Security Controls, Performance Measurement, Collaborative Software, Control Systems, Anomaly Detection, Machine Controls, Incident Response, Digital Transformation, Vulnerability Assessments, Software Development Life Cycle, Cybersecurity, Manufacturing Operations, Supply Chain Management, Data Sharing, Manufacturing Processes
Beginner · Specialization · 3 - 6 Months

University of California, Davis
Skills you'll gain: DevOps, CI/CD, Process Mapping, Culture Transformation, Continuous Improvement Process, Lean Methodologies, Risk Management, Process Improvement, Organizational Structure, Kanban Principles, Operational Efficiency, User Feedback, Systems Thinking
Intermediate · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Unity Engine, Video Game Development, Agentic systems, Generative AI Agents, Game Design, Artificial Intelligence and Machine Learning (AI/ML), Animation and Game Design, Artificial Intelligence, Machine Learning Methods, Generative AI, Deep Learning, Game Theory, Design and Product, Design, Real Time Data
Intermediate · Course · 1 - 3 Months

University of Toronto
Skills you'll gain: Control Systems, Automation, Simulation and Simulation Software, Software Architecture, Safety Assurance, Hardware Architecture, Systems Architecture, Mathematical Modeling, Computer Hardware, Mechanics
Advanced · Course · 1 - 3 Months

Lund University
Skills you'll gain: Environmental Issue, Systems Thinking, Sustainable Development, Critical Thinking, Sustainable Business, Corporate Sustainability, Research, Sustainability Standards, Cultural Responsiveness, Social Studies, Consumer Behaviour, Environmental Policy, Case Studies
Beginner · Course · 1 - 3 Months

Skills you'll gain: LangChain, Tool Calling, LangGraph, LLM Application, Agentic systems, Generative AI Agents, Prompt Patterns, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Application Design, Prompt Engineering, Large Language Modeling, Software Design Patterns, Software Development, Python Programming, Application Development, Data Science, Data Validation
Intermediate · Specialization · 1 - 3 Months

University of Illinois Urbana-Champaign
Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Training and Development, Education and Training, Curriculum Development, Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Technical Documentation, Information Systems Security, Cybersecurity, Virtual Machines, System Configuration, Virtual Environment, Linux, Network Analysis
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Microsoft Word, Microsoft 365, Collaborative Software, Microsoft Office, Productivity Software, Document Management, Technical Documentation, Microsoft Windows, Writing, Editing, Computer Literacy, Web Content Accessibility Guidelines
Beginner · Course · 1 - 3 Months

Coursera
Skills you'll gain: Salesforce, Salesforce Development, Systems Integration, Customer Relationship Management, Customer Relationship Management (CRM) Software, Data Integration, Contract Management, Responsible AI, Web Services, Business Reporting, Data Ethics, Artificial Intelligence, Application Programming Interface (API), Artificial Intelligence and Machine Learning (AI/ML), Security Controls, Customer Data Management, Analytics, Restful API, Sales Process, Data Security
Advanced · Specialization · 1 - 4 Weeks

University of Glasgow
Skills you'll gain: Healthcare Industry Knowledge, Diversity Equity and Inclusion Initiatives, Health Technology, Health Disparities, Health Systems, Health Care, Telehealth, Emerging Technologies, Health Care Administration, Pharmaceuticals, Health Policy, Public Health and Disease Prevention, Interviewing Skills
Beginner · Course · 1 - 4 Weeks
University of Maryland, College Park
Skills you'll gain: Marketing, Marketing Strategies, Strategic Marketing, Marketing Operations, Marketing Effectiveness, MarTech, AI Personalization, Large Language Modeling, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Digital Advertising, Text Mining, Data Ethics, Brand Management, Responsible AI, Customer experience improvement, Customer Analysis, Information Privacy
Intermediate · Course · 1 - 3 Months