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: Responsible AI, Data Ethics, Ethical Standards And Conduct, Artificial Intelligence, AI literacy, Social Impact, Case Studies, Automation, Education and Training, Governance, Empathy & Emotional Intelligence, Information Technology, Creativity, Information Privacy, Intellectual Property, Mitigation, Learning Theory
Beginner · Course · 1 - 3 Months

Skills you'll gain: IT Infrastructure, Systems Administration, Configuration Management
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Infographics, Process Design, Diagram Design, Business Process, Target Audience, Data Visualization, Content Creation, Collaborative Software, Business Strategy
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Web Design and Development, Object Oriented Design, Database Systems, Application Design, UI Components
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Agentic Workflows, AI Orchestration, Generative AI Agents, AI Workflows, LLM Application, Agentic systems, Tool Calling, Context Management, AI Integrations, Data Persistence, Memory Management, Development Environment, Event-Driven Programming, Large Language Modeling, Software Architecture
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Feature Engineering, Data Pipelines, Apache Airflow, MLOps (Machine Learning Operations), Service Level, AI Orchestration, Data Store, Data Transformation, Change Control, Key Performance Indicators (KPIs)
Intermediate · Course · 1 - 4 Weeks

Edureka
Skills you'll gain: Responsible AI, Technical Communication, Data Ethics, Model Evaluation, Interactive Data Visualization, Data Storytelling, Machine Learning, Data Visualization, Feature Engineering, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Methods, Regression Analysis, Decision Tree Learning, Trustworthiness, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Methods, Stakeholder Analysis, Debugging
Beginner · Course · 1 - 4 Weeks

Atchison Technology
Skills you'll gain: Scalability, Cloud-Native Computing, Software Architecture, Software As A Service, Systems Architecture, Cloud Computing Architecture, Cloud Applications, Service Level, Enterprise Architecture, Application Design, Capacity Management, Application Programming Interface (API), System Monitoring, API Design, Service Management, Incident Response, Software Engineering, Dependency Analysis, Risk Management Framework
Advanced · Course · 1 - 3 Months

Skills you'll gain: Management Reporting, Performance Measurement, Human Resource Strategy, Human Resources Management and Planning, Human Resources, People Analytics, Performance Reporting, Employee Performance Management, Performance Metric, Workforce Management, Human Resource Policies, Business Reporting, Business Metrics, Return On Investment
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Network Routing, Firewall, TCP/IP, Routing Protocols, Network Security, Virtual Networking, Private Cloud, Google Cloud Platform, Remote Access Systems, General Networking, Network Administration, Cloud Services, Cloud Management, Cloud Security
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Version Control, Debugging, Git (Version Control System), Microsoft Visual Studio, C# (Programming Language), .NET Framework, Development Environment, Integrated Development Environments, Program Development, Computer Programming Tools, Microsoft Development Tools, Software Development Tools, Build Tools, Software Installation
Beginner · Course · 1 - 3 Months

Logical Operations
Skills you'll gain: Microsoft 365, Microsoft Outlook, Collaborative Software, Document Management, File Management, Content Management, Version Control, Data Sharing, Microsoft Excel, Journals, Spreadsheet Software, Data Import/Export, Data Storage Technologies, Security Controls
Mixed · Course · 1 - 3 Months