Welcome to the Azure Machine Learning previews repository!
- 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 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
| 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 |
| directory | description |
|---|---|
previews |
Self-contained directories of private previews |
We welcome contributions and suggestions! Please see the contributing guidelines for details.
This project has adopted the Microsoft Open Source Code of Conduct. Please see the code of conduct for details.