Using R with Azure Machine Learning

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This week Seth welcomes Marck Vaisman to showcase using R with Azure Machine Learning. They'll talk about what is possible with R today on AzureML using the CLI v2 since the original R SDK was deprecated. Walk through an end-to-end example showing key tasks in the ML Lifecycle with R, including environment configuration, model development, and model deployment.

Chapters:
00:00 AI Show Begins
00:21 Welcome and Intros
01:28 Can Azure Machine Learning do R
03:46 R in Azure Machine Learning overview
06:05 Demo
32:20 Learn more
32:56 Wrap

Connect:

  1. Microsoft Developer
  2. Azure
  3. Microsoft
  4. Tech
  5. Technology
  6. Dev
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Комментарии
Автор

This is awesome! Been waiting for a step by step tutorial like this for a while. One question, to use R Studio you need a professional license through Posit, right? Or is there a straight forward way to connect to your AML compute from a free desktop R Studio IDE?

sobohobo
Автор

Is it possible to do this for a batch endpoint?

gatorduck
Автор

Is it possible to do this for batch end point. There is no documentation in Microsoft on batch end point for an R model

ransinghray
Автор

When I register the model, AML gives me the following error:

"code": "MLflowCondaFileNotFound",
"message": "Model source models must be a directory containing a conda.yaml file."

How can you have registered the model without the conda.yaml file? In the video, you get an error too, but you do not show the details, maybe is the same error.
I wolud appreciate a solution to register the model in this case because I have not found a solution.
Thanks a lot

carloloddo