question

KrishnamohanNadimpalli-6337 avatar image
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KrishnamohanNadimpalli-6337 asked KranthiPakala-MSFT answered

Is there any way to create automatic datasets in Azure Machine Learning using Azure Data Factory

I have Storage ADLS account, Azure Data Factory and Azure Machine Learning services. In Azure ML , we create datasets manually and use for training Models. But is there any way where Azure Data Factory takes data from ADLS account and updates as Datasets in Azure ML.

Only option I see is using Azure ML Notebooks which involves writing Notebooks(which I do not want). From ADF I want this process to be done. I do not have Azure Machine Learning Studio also.

azure-data-factoryazure-machine-learning
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Hello @KrishnamohanNadimpalli-6337

Thanks for reaching out to us, I will reroute this issue to Data Factory team since you don't want to do it by Azure Machine Learning.


Regards,
Yutong

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1 Answer

KranthiPakala-MSFT avatar image
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KranthiPakala-MSFT answered

Hello @KrishnamohanNadimpalli-6337,

Thanks for the question and using MS Q&A platform.

Unfortunately, it is not possible from ADF as there isn't any out of f box feature.

But if you have a way to create those datasets using any SDK then you may try writing your own code then execute it in ADF using Custom Activity or Azure function Activity.

And if you have any ADF product improvement suggestions or feature requests, please log your idea here - https://feedback.azure.com/d365community/forum/1219ec2d-6c26-ec11-b6e6-000d3a4f032c. All the feedback shared in this forum are actively monitored and reviewed by respective product owners.

Please do share he feedback link once it is posted so that we can share it with internal teams for review.

Hope this will help. Please let us know if any further queries.


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