Azure Machine Learning

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Managed machine learning for the full model lifecycle

Site:https://azure.microsoft.com/en-us/products/machine-learning

Adicionado em:13 de jul. de 2026

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Machine LearningMLOpsAutomated Machine LearningData ScienceGenerative AIModel Deployment

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Informações da ferramenta

O que é Azure Machine Learning?

Azure Machine Learning is a managed Microsoft Azure service for developing, deploying, and operating machine learning models at scale. It supports workflows from data preparation and model development through production deployment and machine learning operations.

Recursos principais

Data preparation
Supports data preparation as part of the machine learning lifecycle.
Feature store
Includes a feature store for machine learning workflows.
Automated machine learning
Provides automated machine learning capabilities to support model development.
Responsible AI
Includes responsible AI capabilities and resources.
Model catalog
Provides a model catalog for working with machine learning models.
Prompt flow
Includes prompt flow functionality for developing AI and machine learning workflows.
Managed endpoints
Supports managed endpoints for deploying machine learning models.
MLOps
Provides machine learning operations capabilities for bringing models to production.
Jupyter Notebooks in studio
Supports running Jupyter Notebooks in Azure Machine Learning studio.

Casos de uso

#1
Building machine learning models
Build business-critical machine learning models at scale.
#2
Production machine learning
Bring machine learning models to production using deployment and MLOps capabilities.
#3
Generative AI development
Explore generative AI workflows and development scenarios.
#4
Automated model development
Use automated machine learning to support model development.

Melhor para:Machine learning developersData scientistsAI and machine learning teamsOrganizations deploying machine learning models to production

Planos de preços

The official page states: "Pay only for what you need, with no upfront cost." Specific prices and plan details are not provided in the supplied official snapshots.

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Perguntas frequentes

What is Azure Machine Learning?

Azure Machine Learning is a managed Microsoft Azure service for developing, deploying, and operating machine learning models at scale.

What does Azure Machine Learning support?

It supports the full machine learning lifecycle, including data preparation, model development, deployment, operations, and responsible AI workflows.

Does Azure Machine Learning include automated machine learning?

Yes. Azure Machine Learning includes automated machine learning capabilities to support model development.

Can Azure Machine Learning deploy models?

Yes. It supports managed endpoints for deploying machine learning models and includes MLOps capabilities for bringing models to production.

Does Azure Machine Learning support generative AI workflows?

Yes. The supplied official information identifies generative AI development scenarios and prompt flow functionality.

How much does Azure Machine Learning cost?

Azure's official page states: "Pay only for what you need, with no upfront cost." Specific prices and plan details are not provided in the supplied snapshots.