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.

Multiple educators
Skills you'll gain: Data Store, Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Storage Technologies, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Data Preprocessing, Apache Hadoop, Requirements Elicitation, Vector Databases, Extract, Transform, Load, Data Lakes, Data Integration, Infrastructure as Code (IaC), Data Management
Intermediate · Professional Certificate · 3 - 6 Months

Skills you'll gain: Model Deployment, Deep Learning, Model Optimization, Model Training, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computer Vision, Recurrent Neural Networks (RNNs), Model Evaluation, Artificial Neural Networks, Natural Language Processing
Intermediate · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Advocacy, Training Programs, Health Systems, Health Policy, Primary Care, Education and Training, Community Health, Smart Goals, Intercultural Competence, Sanitation, Crisis Intervention, Health Promotion, Community Development, Health Care Administration, Train The Trainer, Behavioral Health, Cultural Sensitivity, Public Health and Disease Prevention, Public Health, Health Equity
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Google Gemini, Google Cloud Platform, Gemini, Generative AI Agents, AI Workflows, AI Orchestration, Agentic Workflows, Agentic systems, AI Security, Retrieval-Augmented Generation, Large Language Modeling, LLM Application, AI Integrations, Generative AI, Cloud Deployment, Intranet, Enterprise Security
Beginner · Course · 1 - 3 Months

Skills you'll gain: Identity and Access Management, Cybersecurity, Governance Risk Management and Compliance, Cyber Attacks, AI Security, Cyber Governance, Cloud Security, Zero Trust Network Access, Threat Detection, Risk Management Framework, Regulatory Compliance, Artificial Intelligence
Beginner · Course · 1 - 4 Weeks

University of Geneva
Skills you'll gain: Epidemiology, Crisis Intervention, Maternal Health, Emergency Response, Public Health and Disease Prevention, Community Health, Health Disparities, Healthcare Ethics, Health Systems, Health Equity, Public Health, Research, Infectious Diseases, Infection Control, Emerging Technologies, Ethical Standards And Conduct, Research Methodologies, Climate Change Adaptation, Innovation, Accountability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Model Deployment, Model Training, Model Optimization, Data Preprocessing, MLOps (Machine Learning Operations), Data Cleansing, Microservices, Data Pipelines, Feature Engineering, Data Quality, Containerization, Application Deployment, Service Level, Extract, Transform, Load, Data Transformation, System Monitoring, Machine Learning Methods, Performance Tuning, Machine Learning Algorithms
Intermediate · Specialization · 3 - 6 Months

Edureka
Skills you'll gain: Vibe coding, Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Software Development Tools, AI Security, Generative AI Agents, Software Engineering Tools, Generative AI, Software Engineering, Software Development, Software Documentation, Secure Coding, Software Architecture, Software Design, Software Testing, Full-Stack Web Development, Web Design and Development, Web Development, Computer Science
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Compensation and Benefits, Compensation Management, Job Evaluation, Compensation Strategy, Payroll, Payroll Administration, Benefits Administration, Human Resources, Human Resources Information System (HRIS), Claims Processing
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Network Architecture, Network Planning And Design, Virtual Networking, Cloud Computing Architecture, Computer Networking, General Networking, Network Troubleshooting, Network Infrastructure, Network Security, Network Model, Network Routing, Network Monitoring, Network Analysis, Cloud Services, Google Cloud Platform, Load Balancing, Public Cloud, Hybrid Cloud Computing, Firewall, Scalability
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Sales Process, Sales, General Sales Practices, Sales Management, Selling Techniques, Sales Development, Sales Strategy, Sales Pipelines, Consultative Selling, Inside Sales, Prospecting and Qualification, Business Ethics, Cross-Functional Collaboration, Ethical Standards And Conduct, Customer Relationship Building, Customer Relationship Management (CRM) Software, Customer Relationship Management, Overcoming Objections, Relationship Building
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Programmable Logic Controllers, Electrical Systems, Electrical Equipment, Hydraulics, Control Systems, Automation, Simulation and Simulation Software, Internet Of Things, Manufacturing Processes, Mechanical Engineering, Real Time Data, Simulations, Industrial Engineering, Hardware Troubleshooting, Image Analysis, Equipment Design, Matlab
Intermediate · Specialization · 1 - 3 Months