{"categories":[{"label":"Software Development","url":"https://skillfed.io/packages/category/software-development/15"}],"enrichment":{"capability":"Provides a Python client library for managing Azure Machine Learning Services resources through the Azure Resource Manager API.","skillfed_tags":["azure-sdk","infrastructure-as-code","machine-learning"],"use_cases":["Automate provisioning and teardown of Azure ML workspaces and compute clusters as part of a CI/CD pipeline","Programmatically manage batch and online endpoints for model deployment at scale","Build infrastructure-as-code scripts to configure datastores, environments, and registries across multiple Azure subscriptions","Create and monitor training jobs, batch deployments, and scheduled pipelines without manual portal interaction","Integrate Azure ML resource management into Python-based orchestration frameworks or custom automation tools"],"what_it_does":"This is the Azure Machine Learning Services Management Client Library, part of the Microsoft Azure SDK for Python. It allows you to programmatically create, configure, and manage Azure ML resources\u2014workspaces, compute instances, endpoints, jobs, datastores, and related infrastructure\u2014through Python code rather than the Azure portal or CLI. The library wraps the Azure Resource Manager API and handles authentication via Azure Active Directory, requiring environment variables for client credentials and subscription ID.\n\nThe package is built on three runtime dependencies: isodate for date/time handling, azure-mgmt-core for shared Azure management client functionality, and typing-extensions for type hints. It supports Python 3.9 through 3.13 and is actively maintained by Microsoft, with the latest release in May 2026. Most use cases involve authenticating with Azure credentials and instantiating a MachineLearningServicesMgmtClient to perform resource operations.","worth_installing":"Yes, if you need to manage Azure ML resources programmatically from Python. The package is production-stable, actively maintained, and has low install friction. However, clarify the license terms first\u2014the metadata does not specify one\u2014and ensure your environment can provide the required Azure credentials via the documented environment variables."},"id":"azure-mgmt-machinelearningservices","links":{"html":"https://skillfed.io/packages/azure-mgmt-machinelearningservices","md":"https://skillfed.io/packages/azure-mgmt-machinelearningservices.md","pypi":"https://pypi.org/project/azure-mgmt-machinelearningservices/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-05-18","license_spdx":null,"license_treatment":"unclear","name":"azure-mgmt-machinelearningservices","python_support":"supports_current","summary":"Microsoft Azure Machinelearningservices Management Client Library for Python"},"popularity":{"monthly_downloads":152029,"position":10913,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.0.1"}