MLOps For Python with R code

Slava Keshkov 1 Reputation point

Hello Azure MLOps Team,

I am looking at the reference architecture

Most of our data science models are made in R. I am wondering, which part of the MLOps process (Azure Pipelines or Azure ML Compute/Azure ML Pipelines) can be configured in Python for R code to run?

Our preference is to leverage as much Python as possible for the code R code. I see there is an Azure ML SDK for python and R. Can we use Azure ML SDK in Python with R codebase?

Kind regards,
Slava Keshkov

Azure Machine Learning
Azure Machine Learning
An Azure machine learning service for building and deploying models.
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  1. VaibhavPandey 16 Reputation points

    Hi Slava,

    I found this for you:

    In the video David is talking about Devops for R at 10:58. Why dont you ping David on Twitter to inquire more about it? If Microsoft is not able to support it officially I think you can build your own pipelines deploying models within AKS and using Azure storage with Azure Functions for pushing data to the model and pulling out forcasts.

    Hope this helps.


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  2. GiftA-MSFT 11,141 Reputation points

    Here's the azureml sdk for R repo for your reference.

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