Azure Machine Learning REST API

Azure Machine Learning REST API provides management of ML workspaces, compute resources, datasets, experiments, models, and endpoints. It supports the full ML lifecycle including data preparation, model training, evaluation, deployment, and monitoring.

API entry from apis.yml

apis.yml Raw ↑
aid: microsoft-azure-machine-learning:rest-api
name: Azure Machine Learning REST API
description: Azure Machine Learning REST API provides management of ML workspaces, compute resources,
  datasets, experiments, models, and endpoints. It supports the full ML lifecycle including data preparation,
  model training, evaluation, deployment, and monitoring.
image: https://azure.microsoft.com/svghandler/machine-learning/
humanURL: https://learn.microsoft.com/en-us/rest/api/azureml/
baseURL: https://management.azure.com
tags:
- AI
- Machine Learning
- MLOps
- Model Deployment
- Model Training
properties:
- type: Documentation
  url: https://learn.microsoft.com/en-us/azure/machine-learning/
- type: APIReference
  url: https://learn.microsoft.com/en-us/rest/api/azureml/
- type: Authentication
  url: https://learn.microsoft.com/en-us/rest/api/azure/
- type: GettingStarted
  url: https://learn.microsoft.com/en-us/azure/machine-learning/quickstart-create-resources
- type: Pricing
  url: https://azure.microsoft.com/en-us/pricing/details/machine-learning/
- type: SDK
  url: https://learn.microsoft.com/en-us/python/api/overview/azure/ai-ml-readme
  title: Python SDK v2
- type: SDK
  url: https://learn.microsoft.com/en-us/dotnet/api/overview/azure/resourcemanager.machinelearning-readme
  title: .NET SDK
contact:
- type: Support
  url: https://azure.microsoft.com/en-us/support/