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.

Google Cloud
Skills you'll gain: Google Workspace, Gmail, Gemini, Service Management, Scripting, Document Management, Collaborative Software, Configuration Management, System Configuration, Application Development, Security Controls
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Application Deployment, Gemini, Data Store, Cloud Applications, OAuth, Data Access, Productivity Software, Performance Metric, Collaborative Software, Identity and Access Management, Data Integration, Search Engine Marketing, Generative AI Agents, Information Architecture, Company, Product, and Service Knowledge
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Data Ethics, Azure DevOps, Model Deployment, Generative AI, AI Workflows, Microsoft Azure, Application Lifecycle Management, CI/CD, Version Control, Application Performance Management, Continuous Monitoring
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Proxy Servers, Firewall, Identity and Access Management, Network Monitoring, Cloud Security, Google Cloud Platform, Intrusion Detection and Prevention, Threat Detection
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Google Gemini, Cloud Deployment, Google Cloud Platform, Application Deployment, Cloud Security, Generative AI, Security Controls, Security Engineering, Vulnerability Assessments
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: AI Personalization, Personalized Service, Customer Engagement, Customer experience improvement, Customer Relationship Management (CRM) Software, Customer Retention, Sales Strategy, Customer Relationship Management, Workflow Management, Sales, Customer Insights, Customer Data Management, AI Enablement, AI Workflows, Microsoft Copilot, Predictive Analytics, Debugging, Data Ethics, Responsible AI, Trend Analysis
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Gemini, OAuth, Google Workspace, Data Storage, Information Management, Collaborative Software, Email Automation, AI Enablement, Calendar Management, Productivity Software, Identity and Access Management, Application Deployment, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Threat Modeling, Secure Coding, Application Security, Blockchain, Vulnerability Assessments, Scalability, Application Design, Payment Systems, Verification And Validation, Transaction Processing, Cryptography, FinTech, Emerging Technologies
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Gemini, Generative AI, Google Cloud Platform, Customer Relationship Management, Predictive Modeling, SQL, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Model Evaluation, Python Programming
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI Agents, Generative AI, Prompt Engineering, AI Enablement, AI Workflows, Agentic systems, Google Cloud Platform, Tool Calling, Customer experience improvement, Strategic Planning, Organizational Strategy, Large Language Modeling, Innovation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Development Environment, Scalability, Performance Tuning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Fraud detection, Web Services, Simple Object Access Protocol (SOAP), Service Oriented Architecture, API Testing, Verification And Validation, Process Design, API Design, Software Design, Workflow Management, System Testing, Extensible Markup Language (XML), Data Validation, Software Testing, Enterprise Architecture, Secure Coding, Middleware
Mixed · Course · 1 - 4 Weeks