Choose Microsoft for Azure, Fabric, Power BI, Microsoft Foundry or Copilot. Match the credential to the product, not just the vendor.
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For business users who want to apply AI in everyday work and make better use of Microsoft 365 Copilot.
Be comfortable using Microsoft 365 apps and generative AI productivity tools; coding is not required.
The current Azure AI foundation exam for aspiring technical AI professionals. Provides a bridge into building Azure AI applications.
Learn basic Python syntax, programming techniques and Azure resources. This is more technical than a business AI credential.
A starting point for understanding data workloads before specialising in Fabric, databases or engineering.
Beginner-friendly; follow with SQL practice and a small data project.
Builds Azure vocabulary for a first cloud role or for working with Microsoft-based technical teams.
A starting point for people new to Azure.
Fits consultants and advanced builders creating enterprise agents with Copilot Studio and connected business systems.
Have hands-on Copilot Studio experience, prompt engineering and REST API integration knowledge.
For decision-makers leading AI adoption and organisational change in the Microsoft ecosystem.
Best with experience making business decisions and guiding organisational change; coding is not required.
A direct operational credential for managing Azure environments and an important step in the Azure architect pathway.
Build experience with PowerShell, Azure CLI, the Azure portal, ARM/Bicep and Microsoft Entra ID, alongside operating systems, networking and virtualisation.
A direct fit for developers creating and deploying AI apps and agents in Microsoft Foundry.
Be comfortable developing Python applications and working with Azure and generative AI.
Fits backend developers building the cloud services that support AI applications through the full development lifecycle.
Build backend development, Azure deployment and application-security experience.
Fits engineers designing and operating Azure network infrastructure and hybrid connections.
Build networking fundamentals and hands-on Azure configuration experience.
Useful when your role connects engineering with enterprise analytics and semantic models in Microsoft Fabric.
Have experience creating and managing analytical assets and querying data.
A direct fit for Microsoft Fabric data engineers building, orchestrating and managing analytical data solutions.
Practise Fabric ingestion and orchestration, SQL and PySpark.
These are Global Certs IT editorial fit ratings, not official provider rankings or learner reviews. A 5/5 role match is directly aligned with the role; 4/5 adds supporting skills. Experience adjusts the score to help you distinguish a practical next step from a stretch goal.
With “Any experience”, ratings show role relevance alone. A credential supports your profile; practical skills, projects and your target employer’s technology still matter.
Official pages were checked on 2026-09-13. Bookable betas are labelled. Known retired exams are excluded from recommendations. Confirm exam versions, regional availability, eligibility and fees on the linked official page before paying.
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