How to save and load ML model with Azure Data Factory

Mohsen Akhavan 936 Reputation points
2021-06-14T08:03:31.393+00:00

I have an Azure Data factory that receives data from a service bus and then I want to classify my data with an ML model.

Is there any solution to save and load the ML model on the Azure Data Factory pipeline?

For your information, I want to use cloud base solution. I don't use the PICKLE library.

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,578 questions
Azure Data Factory
Azure Data Factory
An Azure service for ingesting, preparing, and transforming data at scale.
9,625 questions
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Accepted answer
  1. HimanshuSinha-msft 19,381 Reputation points Microsoft Employee
    2021-06-16T16:21:07.257+00:00

    Hello @Mohsen Akhavan ,
    Thanks for the ask and using the Microsoft Q&A platform .

    I think you can use the machine learning activity . Read and watch the video here .

    The challenge in your case is the data is in EH and at this time ADF cannot read EH data . I suggest you to use a Azure stream analytics jobs and read the data from EH and write it to SQL or blob . Once the data is in any of these two sources ADF can be used to read the data .

    Please do let me know how it goes .
    Thanks
    Himanshu
    Please do consider clicking on "Accept Answer" and "Up-vote" on the post that helps you, as it can be beneficial to other community members

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