Azure Machine Learning previews
Welcome to the Azure Machine Learning previews repository!
Prerequisites
- An Azure subscription. If you don't have an Azure subscription, create a free account before you begin.
- A terminal. Install and set up the 2.0 CLI before you begin.
Public previews
Public preview examples can be found at https://github.com/Azure/azureml-examples/tree/main/cli. Documentation for 2.0 preview features is listed below.
Installation and set up:
Train models (create jobs):
Endpoints:
- What are Azure Machine Learning endpoints?
- Deploy and score a machine learning model with a managed online endpoint
- Safe rollout for online endpoints
- Use managed online endpoints in the studio
- Viewing costs for managed online endpoints
- Managed online endpoints SKU list
- Monitoring managed online endpoints
- Tutorial: Access Azure resources with a managed online nedpoint and system-managed identity
- Troubleshooting managed online endpoints
- Batch scoring with batch endpoints
- Troubleshooting batch endpoints
Private previews
preview | description |
---|---|
pipelines | Pipelines for the CLI (v2), defined through YAML specification |
interactive-job | Run an interactive job on Arc compute |
automl | AutoML for the CLI (v2), defined through YAML specification |
Contents
directory | description |
---|---|
previews |
Self-contained directories of private previews |
Contributing
We welcome contributions and suggestions! Please see the contributing guidelines for details.
Code of Conduct
This project has adopted the Microsoft Open Source Code of Conduct. Please see the code of conduct for details.