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Azure Data Labs

Welcome to Azure Data Labs solution accelerator repository! This project is intended to serve as starting point for deploying different data, analytics & AI labs in Azure.

Note: This repo uses Azure Data Labs modules repository within the /infra folder on each template. Follow the 'Create a New Template' guide below to know more.

Available Templates

Name Status
Data Analytics with Azure Synapse Template:01-lab-data-analytics-synapse
Data Science with Azure Machine Learning Template:02-lab-data-science-azureml
Data Analytics with Azure Databricks Template:03-lab-data-analytics-databricks

Deploy a Lab

To deploy a lab in your Azure subscription, please follow the step-by-step instructions:

  1. Prerequisites
  2. Create repository
  3. Setting up Service Principal
  4. Github Actions Deployment
  5. FAQ & Known Isssues

Create a New Template

To create a new template from scratch, please follow the instructions below:

  1. Settting up folder structure for the new template
  2. Compose the IaC using modules
  3. Create GitHub Actions workflow and config-lab.yml

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.