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Microsoft · Microsoft Certified: Machine Learning Operations (MLOps) Engineer Associate
Start with 4 free learning topics for Operationalizing Machine Learning and Generative AI Solutions.
Included free
Study resources
Guides and study preparation resources for this certification.
Design Azure Machine Learning around environment-specific workspaces and explicitly versioned reusable assets.
Secure Azure Machine Learning access by designing authorization and connectivity for each request separately. Microsoft Entra ID identifies the principal; Azure role-based access control (RBAC) governs allowed resource operations.
Use a custom Azure Machine Learning training job when you need direct control of the training logic, automated machine learning (AutoML) when a supported task fits an automated search across algorithms and configurations, and a sweep when…
Build an Azure Machine Learning training pipeline from versioned components whose inputs, outputs, code and environments are explicit.
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