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Azure Machine Learning

Rating:

4.7 / 5.0

Tags

Machine Learning, ML Platform, Cloud Service, Azure, MLOps, AutoML, Data Science

Categories:
Machine learning and neural networks
Creator Microsoft Azure
Date 2018-12-04
Platforms Cloud Platform, API, Azure Portal, SDKs
Status Active
Website azure.microsoft.com
Price Model Pay-as-you-go
Sections:
Automated ML (AutoML)ML PlatformsModel DeploymentModel Training

Pricing Details

Pay-as-you-go for resources used (compute power for training and deployment, storage, AutoML and other feature usage). A free tier is available.

Features

End-to-end ML platform, data preparation, model training, model deployment, AutoML, MLOps, Designer (visual ML), notebooks, hyperparameter tuning, integrated with Azure ecosystem.

Integrations

Deep integration with other Azure services (Azure Storage, Azure Databricks, Azure Kubernetes Service) and support for popular ML frameworks.

Preview

Azure Machine Learning is a cloud platform from Microsoft Azure that provides a comprehensive set of tools and services for data scientists and ML developers to build, train, deploy, and manage machine learning models. The platform supports various work scenarios, from visual model creation without code (Designer) to writing Python code using the SDK. Azure ML includes features for data preparation, automated ML (AutoML), hyperparameter tuning, model deployment in various environments, and MLOps for managing the model lifecycle. It integrates with other Azure services and is widely used for building and scaling ML solutions in enterprise environments.