MLOps Template
MLOps Template is a repo created by Microsoft field personnel (CSA, GBB, MTC) that provides several tools and templates to facilitate modern MLOps practices.
In addition to a template for an Active Learning implementation, there are also two sets of materials to facilitate an introductory workshop on modern MLOps practices, one, developed by the West Region CSU, using Azure Machine Learning and GitHub Actions, and another featuring Azure Databricks for ML asset development and Azure DevOps for CI/CD pipelines.
- Active Learning template
- MLOps workshop materials using Azure Machine Learning and GitHub Actions
- MLOps workshop materials using Azure Databricks and Azure DevOps
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.
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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.