Azure Machine Learning Approval Workflow

Tú Nguyễn 170 Reputation points
2024-08-30T01:43:57.3033333+00:00

Hi Everyone

Is there a way in AzureML to enforce the execution of a flow only after it has been approved? I need this feature as it is essential in MLOps to have a workflow that includes production deployment following an approval process.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. AshokPeddakotla-MSFT 33,746 Reputation points
    2024-08-30T06:39:25.8066667+00:00

    Tú Nguyễn Greetings!

    Is there a way in AzureML to enforce the execution of a flow only after it has been approved? I need this feature as it is essential in MLOps to have a workflow that includes production deployment following an approval process.

    I didn't find a direct way to achieve this.

    However, have a look at these documentations and see if it helps.

    Trigger applications, processes, or CI/CD workflows based on Azure Machine Learning events and MLflow operations

    Also, see if you can integrate this into your solution Create approval-based workflows using Azure Logic Apps

    Do let me know if that helps.

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