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developer-roadmap/roadmaps/forward-deployed-engineer/content/managed-ml-services@YJcOv3GoGSAl0SCboAlEh.md

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Managed ML Services

Managed ML services are cloud provider offerings that abstract away the infrastructure for training, deploying, and serving machine learning models. Examples include AWS SageMaker, Google Vertex AI, and Azure Machine Learning. They handle provisioning, scaling, and monitoring so teams can focus on the model and data rather than the underlying infrastructure.