Editorial study collection
AI and agents¶
Move from AI concepts into Copilot, application development, agent design, administration, and solution architecture.
This collection is a learning lens, not an official sequence or vendor pathway. Guides are grouped by editorial learning level and then sorted naturally by exam code. Start with the guide that best matches your current role and knowledge; use the others to broaden or deepen the same capability area.
Beginner and foundational¶
Start here for foundational vocabulary, concepts, and low-prerequisite certifications.
AI Business Professional
Official objectives checked 2026-10-28
AI Transformation Leader
Official objectives checked 2026-10-28
Microsoft 365 Copilot and Agent Administration Fundamentals
Official objectives checked 2026-10-28
Microsoft Azure AI Fundamentals
Official objectives checked 2026-10-28
AWS Certified AI Practitioner
Official objectives checked 2026-10-28
IBM Certified Bob v2 Developer - Associate
Official objectives checked 2026-10-28
Cloud Digital Leader
Official objectives checked 2026-10-28
Generative AI Leader
Official objectives checked 2026-10-28
NVIDIA-Certified Associate: Generative AI LLMs
Official objectives checked 2026-10-29
PCEI Certified Entry-Level AI Specialist with Python
Official objectives checked 2026-10-29
SnowPro Associate: Platform
Official objectives checked 2026-10-29
Intermediate, associate, and specialty¶
Role-based and specialty guides that assume practical product or platform experience.
Accelerating Sales Pipelines with AI in Dynamics 365
Official objectives checked 2026-10-28
Transforming Contact Center Experiences with AI in Dynamics 365
Official objectives checked 2026-10-28
Designing and Building Integrated AI Agent Solutions in Copilot Studio
Official objectives checked 2026-10-28
Microsoft 365 and AI Services Administrator Associate
Official objectives checked 2026-10-28
Developing AI Apps and Agents on Azure
Official objectives checked 2026-10-28
Developing AI Cloud Solutions on Azure
Official objectives checked 2026-10-28
Operationalizing Machine Learning and Generative AI Solutions
Official objectives checked 2026-10-28
AWS Certified AI Business Strategist
Official objectives checked 2026-10-28
Databricks Certified Data Analyst Associate
Official objectives checked 2026-10-28
Databricks Certified Generative AI Engineer Associate
Official objectives checked 2026-10-28
Databricks Certified Machine Learning Associate
Official objectives checked 2026-10-28
Developing AI-Enabled Database Solutions
Official objectives checked 2026-10-28
SnowPro Specialty: Gen AI
Official objectives checked 2026-10-28
GitHub Copilot
Official objectives checked 2026-10-28
Developing in Agentic AI Systems
Official objectives checked 2026-10-28
Microsoft Dynamics 365 Customer Service Functional Consultant
Official objectives checked 2026-10-28
AWS Certified Machine Learning Engineer - Associate
Official objectives checked 2026-10-28
AWS Certified Machine Learning Engineer - Associate (beta)
Official objectives checked 2026-10-28
Salesforce Certified Agentforce Specialist
Official objectives checked 2026-10-29
Salesforce Certified Platform Developer
Official objectives checked 2026-10-29
Microsoft Cloud and AI Security Engineer
Official objectives checked 2026-10-28
Expert and professional¶
Advanced architecture, leadership, and professional certifications for experienced practitioners.
Agentic AI Business Solutions Architect
Official objectives checked 2026-10-28
Designing and Implementing Multi-Agent AI Solutions
Official objectives checked 2026-10-28
AWS Certified Generative AI Developer - Professional
Official objectives checked 2026-10-28
Microsoft Certified: Agentic DevOps Engineer Expert (beta)
Official objectives checked 2026-10-29
Databricks Certified Machine Learning Professional
Official objectives checked 2026-10-28
Red Hat Certified Developer in AI
Official objectives checked 2026-10-28
Professional Agentic Architect
Official objectives checked 2026-10-29
Professional Machine Learning Engineer
Official objectives checked 2026-10-28