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Update a deployed web service with published endpoint after retraining with new pipeline parameter.

Rakesh R G 1 Reputation point
2021-02-08T07:45:12.39+00:00

I have created a model in the new Azure designer portal with some data and I have deployed it as a real-time interference pipeline. After that, I retrained the pipeline with the new pipeline parameter as mentioned in the link below.

how-to-retrain-designer

Once the model is retrained , I published it as a new endpoint and I got the RESTAPI to consume. But I don't know how to consume the updated endpoint with the REST API. Please let me know any links that helps to consume them.

Also there is no clear documentation on how to update the existing web service of the model with the old data to the new data.
Also I need to know how to do all these programmatically. Any help is appreciated. Many thanks.

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  1. Bozhong Lin 81 Reputation points Microsoft Employee
    2021-02-08T07:58:05.95+00:00

    please see documentation link below:
    https://learn.microsoft.com/en-us/azure/machine-learning/how-to-deploy-update-web-service

    Please let us know if you have any additional questions.

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