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 of Colorado Boulder
Skills you'll gain: International Finance, Transportation, Supply Chain, and Logistics, Financial Systems, Transportation Operations, Staff Management, People Management, Cultural Diversity, Cultural Responsiveness, Supply Chain Planning, Tax, Team Management, Cultural Sensitivity, Commercial Laws, Ethical Standards And Conduct, Logistics Management, Supply Chain Management, General Finance, Risk Management, Risk Mitigation, Corporate Sustainability
Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: Feature Engineering, Model Evaluation, Model Deployment, Fine-tuning, Data Preprocessing, Model Training, Deep Learning, Machine Learning Methods, Model Optimization, Scikit Learn (Machine Learning Library), PyTorch (Machine Learning Library), Scalability, Hugging Face, Docker (Software), Supervised Learning, Machine Learning Algorithms, Applied Machine Learning, Application Deployment, Software Development, Machine Learning
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Network Security, Cloud Computing, Virtualization, Network Infrastructure, Microsoft Azure, Cloud Services, Firewall, General Networking, Computer Networking, Virtualization and Virtual Machines, Digital Transformation, Networking Hardware, Cybersecurity, Network Architecture, Network Protocols, Virtual Machines, Network Monitoring, Artificial Intelligence and Machine Learning (AI/ML)
Beginner · Course · 1 - 3 Months

Lund University
Skills you'll gain: Climate Change Adaptation, Sustainable Development, Environmental Issue, Sustainable Design, Sustainable Business, Governance, Systems Thinking, Environmental Science, Climate Change Mitigation, Case Studies, Business Modeling, Stakeholder Engagement, Cross-Functional Collaboration, Project Finance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Network Security, Virtual Private Networks (VPN), Authentications, Firewall, Authorization (Computing), Computer Security, Remote Access Systems, Cybersecurity, General Networking, Network Monitoring, Security Controls, IT Automation, Software-Defined Networking, Wireless Networks, Dynamic Host Configuration Protocol (DHCP), Virtual Local Area Network (VLAN), Automation, Network Routing, Encryption, Application Programming Interface (API)
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Model Optimization, Fine-tuning, Model Deployment, Data Preprocessing, Model Training, Model Evaluation, Technical Communication, Computer Vision, Image Analysis, Application Deployment, Technical Documentation, Technical Writing, Professional Development, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Storytelling
Intermediate · Course · 1 - 4 Weeks

Pragmatic AI Labs
Skills you'll gain: Model Context Protocol, GitHub, Git (Version Control System), Open Source Technology, CI/CD, Continuous Integration, Version Control, Generative AI Agents, Agentic Workflows, AI Workflows, Agentic systems, Tool Calling, Code Review, Issue Tracking, Software Documentation
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Amazon Web Services, AWS Kinesis, Amazon DynamoDB, Amazon S3, AWS Identity and Access Management (IAM), Data Infrastructure, Dataflow, Data Storage Technologies, Data Storage, Big Data, Cloud Storage, Real Time Data, Internet Of Things, Data Processing, Cloud Computing, Operational Databases, Data Security, Data Collection, Scalability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Corporate Sustainability, Sustainable Development, Sustainable Business, Sustainable Systems, Culture Transformation, Corporate Strategy, Business Transformation, Environmental Issue, Social Impact, Organizational Change, Stakeholder Analysis, Stakeholder Engagement, Systems Thinking, Governance
Mixed · Course · 1 - 3 Months

Rice University
Skills you'll gain: Human Musculoskeletal System, Anatomy, Endocrinology, Orthopedics, Kinesiology, Physiology, Neurology, Medical Terminology, Biochemistry, Cell Biology, Biology, Chemistry, Clinical Practices, Molecular, Cellular, and Microbiology, Lifelong Learning
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: International Finance, Financial Trading, Financial Market, Complex Problem Solving, International Relations, Economics, Financial Systems, Market Dynamics, Business Mathematics, Applied Mathematics, Arithmetic, Financial Regulations, Case Studies, Analytical Skills, Analysis, Business, Logical Reasoning
Mixed · Course · 1 - 3 Months

Skills you'll gain: QuickBooks (Accounting Software), Ledgers (Accounting), Balancing (Ledger/Billing), General Ledger, Bookkeeping, Accounting Systems, Accounting and Finance Software, Accounting Software, Expense Management, Expense Reports, Cash Flow Forecasting, Ad Hoc Reporting, Budget Management, Accounting, Small Business Accounting, Reconciliation, Business Reporting, Business Software, Budgeting, Account Management
Intermediate · Course · 1 - 4 Weeks