Training, deploying, evaluating, monitoring, and optimizing machine learning and generative AI solutions using Azure Machine Learning and Microsoft Foundry.
Cross-Cloud Closest Matches
Building AI applications and operating machine learning or generative AI solutions in production.
Microsoft
Azure AI Apps and Agents Developer Associate
AI-103
——
Microsoft
Machine Learning Operations Engineer Associate
AI-300
——
AWS
Machine Learning Engineer – Associate
MLA-C01
$15050–100h
Google Cloud
Professional Machine Learning Engineer
PMLE
$20080–150h
AI-103 focuses on AI apps and agents; AI-300 focuses on MLOps and generative AI operations. AWS and Google focus on machine-learning engineering. Choose the branch matching your work: these scopes are not interchangeable.
Compare the exam scopes with your target platform and machine-learning responsibilities.
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