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.

Coursera
Skills you'll gain: Meta Ads Manager, Facebook, Target Audience, Social Media Marketing, Social Media Campaigns, Personalized Campaigns, Online Advertising, Digital Marketing Tools, Digital Marketing Campaigns, Web Analytics, Systems Integration
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Ansible, Red Hat Enterprise Linux, Package and Software Management, User Accounts, IT Automation, Software Installation, OS Process Management, User Provisioning, Devops Tools, Linux Administration, File Systems, Linux Commands, Network Administration, Data Storage, Automation, Network Performance Management, YAML, Infrastructure as Code (IaC), Scripting, System Configuration
Intermediate · Specialization · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI Agents, Google Gemini, Gemini, Retrieval-Augmented Generation, Generative AI, Google Cloud Platform, AI Enablement, Customer experience improvement, Data Ethics, Generative Model Architectures, Google Workspace, Agentic Workflows, AI Orchestration, AI Product Strategy, Agentic systems, Artificial Intelligence, Cloud Computing, Collaboration
Beginner · Specialization · 3 - 6 Months

Pragmatic AI Labs
Skills you'll gain: GitHub Copilot, Model Context Protocol, GitHub, Responsible AI, Git (Version Control System), Model Evaluation, AI Integrations, Object-Relational Mapping, Package and Software Management, Restful API, Open Source Technology, CI/CD, AI Security, Security Controls, Generative AI, Agentic Workflows, Security Strategy, Enterprise Architecture, Automation Engineering, Machine Learning
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Bash (Scripting Language), Systems Administration, Shell Script, Linux Commands, Linux Administration, Unix Shell, Linux, Unix, Scripting, Scripting Languages, IT Automation, File I/O
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Containerization, Restful API, Event-Driven Programming, DevOps, Data Integration, z/OS, Solution Architecture, Cloud Applications, Enterprise Architecture, IBM Cloud, Cloud-Based Integration, Application Lifecycle Management, Cloud-Native Computing, Application Design, Systems Integration, Hybrid Cloud Computing, Software Architecture, Application Programming Interface (API), Mainframe Computing
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Systems Engineering, Engineering Design Process, Systems Integration, Human Factors, System Testing, Robotics, Thermal Management, Electric Power Systems, Environmental Monitoring
Beginner · Course · 1 - 3 Months

University of California, Davis
Skills you'll gain: Telehealth, Health Technology, Continuous Quality Improvement (CQI), Health Equity, Health Care Procedure and Regulation, Health Systems, Health Disparities, Health Care, Regulatory Compliance, Health Care Administration, Healthcare Project Management, Clinical Practices, Health Policy, Technical Support, Patient Communication, Patient-centered Care
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sustainable Business, Hotel Operations, Hospitality, Hospitality Management, Sustainable Development, Sustainable Systems, Hospitality and Food Services, Hotel And Restaurant Management, Business Planning, Corporate Sustainability, Hotels and Accommodations, Sustainability Standards, Waste Minimization, Environmental Social And Corporate Governance (ESG), Environmental Issue, Community Development, Market Opportunities, Environmental Resource Management, Market Analysis, Strategic Decision-Making
Beginner · Course · 1 - 4 Weeks
University of Glasgow
Skills you'll gain: Software Development Life Cycle, Program Development, Plot (Graphics), Data Presentation, Event-Driven Programming, Web Design and Development, Web Development Tools, Data Literacy, Animation and Game Design, Software Development, Hypertext Markup Language (HTML), Applied Machine Learning, Javascript, Interactive Design, Visualization (Computer Graphics), Graphics Software, Software Design, Application Design, Computer Graphics, Code Reusability
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Tensorflow, Convolutional Neural Networks, Keras (Neural Network Library), Matplotlib, Plot (Graphics), Artificial Neural Networks, Image Analysis, Deep Learning, Computer Vision, Applied Machine Learning, Python Programming, Model Training, Model Evaluation, Model Optimization, Adaptability, Problem Solving
Intermediate · Guided Project · Less Than 2 Hours

H2O.ai
Skills you'll gain: Large Language Modeling, LLM Application, Model Evaluation, Fine-tuning, Collaborative Software, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Model Optimization, Generative AI, Data Management, Model Training, Data Preprocessing, Generative Model Architectures, Natural Language Processing, Data Validation, Data Cleansing, Applied Machine Learning, Transfer Learning, Verification And Validation
Intermediate · Specialization · 3 - 6 Months