Azure ML-Ops Project Accelerator
Guided accelerator consolidating best practice patterns, IaaC and AML code artefacts to provide reference IP to a support a baseline MLOps implementation on Azure leveraging Azure ML that can be delivered in approximately 12 weeks of project scope.
This repo is designed to be consumed 'documentation led', with the relevant IaaC or implementation code artefacts linked at the appropriate sections. Start here: https://microsoft.github.io/azureml-ops-accelerator/
To go directly to understand how to apply this repository to your own Azure ML - Ops implementation project, go here: https://microsoft.github.io/azureml-ops-accelerator/0-GettingStarted/
Cloning this Repository
This Repository makes use of submodules to reuse existing code artefacts and templates. If you clone this repo locally, the content in submodule specific folders don't get automatically copied over. To include these in your local clone, do as below (all steps on your local machine):
- Clone this project: git clone https://github.com/microsoft/azureml-ops-accelerator.git
- Next initiate and update your submodules using git submodule init and git submodule update
Contributing
This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.
When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.
This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.
Trademarks
This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.