# Azure Machine Learning examples

[![license: MIT](https://img.shields.io/badge/License-MIT-purple.svg)](LICENSE)

Welcome to the Azure Machine Learning examples repository!

## About This Repository

The azureml-examples repository contains examples and tutorials to help you learn how to use Azure Machine Learning
(Azure ML) services and features.


### Getting Started

If you're getting started with Azure ML, consider working through our [tutorials] for the v2 Python SDK. You may
also want to read through our [documentation](#supplementary-documentation).

### SDKs

The `sdk/` folder houses the examples for the Azure ML SDKs across several languages.

We have an extensive collection of examples for the [Azure ML Python SDK v2][azure cli ml extension v2 overview] in
[`sdk/python`][azureml python sdk v2 examples].

We also offer some examples for our SDKs in other languages:

* .NET: [`sdk/dotnet`][azureml dotnet sdk v2 examples]
* TypeScript: [`sdk/typescript`][azureml typescript sdk v2 examples]

### Azure Machine Learning extension for Azure CLI

The [`cli/` folder][azureml cli extension examples] hosts our examples to use the
[Azure Machine Learning extension][azure cli ml extension v2 overview] for [Azure CLI][azure cli overview].

_Note_: If you're looking for examples that submit Azure ML jobs that run non-Python code, see:

* **R**: [`cli/jobs/single-step/r`](./cli/jobs/single-step/r)


## Supplementary Documentation

- [Azure Machine Learning Documentation](https://docs.microsoft.com/azure/machine-learning)
- [AzureML Python SDK v2 Overview]
- [Azure CLI ML extension v2 Overview]

## Contributing

We welcome contributions and suggestions! Please see the [contributing guidelines](CONTRIBUTING.md) for details.

## Code of Conduct

This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). Please see the [code of conduct](CODE_OF_CONDUCT.md) for details.

[tutorials]: ./tutorials
[azure cli overview]: https://learn.microsoft.com/en-us/cli/azure/what-is-azure-cli
[azureml cli extension examples]: ./cli
[azureml python sdk v2 examples]: ./sdk/python
[azureml dotnet sdk v2 examples]: ./sdk/dotnet
[azureml typescript sdk v2 examples]: ./sdk/typescript
[azure cli ml extension v2 overview]: https://learn.microsoft.com/en-us/azure/machine-learning/concept-v2?view=azureml-api-2#azure-machine-learning-cli-v2
[azureml python sdk v2 overview]: https://learn.microsoft.com/en-us/azure/machine-learning/concept-v2?view=azureml-api-2#azure-machine-learning-python-sdk-v2