Machine Learning

Welcome! The Azure Machine Learning team invites you to share and vote for features to help you build, manage, and deploy custom machine learning models.

Have a technical question, or want to learn more? Please visit our documentation, MSDN forum or StackOverflow.


  1. How do i find out what is taking up my storage in the Free Azure ML Workspace?

    When I go to my Datasets, the biggest one i see is a 15MB file twice, so how is it that my Workspace says it is over the limit. Please provide a way to identify and delete whatever is taking up space in my workspace.

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  2. Automated ML UI - Featurisation Setting Setting greyed out for Time Series

    I can't select the featurisation setting under automated ml from the UI for Time Series Forecasting but can for classification and regression.

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  3. Issues with R Package installation on ML Studio , due to old version

    We were trying to run a R program with two libraries ‘tidyverse’ and ‘tabulizer’ in ML studio with Microsoft R open 3.4.4. And looks like the libraries require higher version of R in ML studio.
    Given below is the error message we are getting.

    Can you help us to resolve this issue or support us by providing an alternative option.
    Thank you.

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  4. Train Azure Model on Voice

    Need model which can be trained on Voice.

    Core idea would be, Call center has data Comprising of Label "Customer Complaint" and Feature "Issue description"

    Sample "Customer Complaint" would be Billing issue or Internet speed

    Sample description would be "Hey i was paying $x but the price went up by $y, can you apply some promotion to being my monthly bill down by $z"

    the webservice will take Voice input Issue Description & should product either voice/text output Customer complaint

    We would want to train ML model with the data and deploy as web service. THis way when the consumer…

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  5. Allow connecting a container registry from a different AAD tenant

    It's already possible to link an "Azure Container Registry" from a different subscription to a "Machine Learning service workspace", but that subscription has to be in the same AAD tenant.

    I'd like to be able to connect an "Azure Container Registry" from a different AAD tenant, so that we can have one central container registry for all our projects/environments, which are using different subscriptions in different AAD tenants.

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  6. Please provide Azure datalake as a source.

    , Either you can provide data source like you have provided in data factory where we are open to connect cross platform connection as source.

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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

    Dear Azure Customer,

    Thanks for the feedback. Your feedback is very important to us. Our engineering team will investigate it and consider your feedback seriously. We will get back to you soon.

    Thank you for understanding.
    Azure CXP Community

  7. In the Australia East Region, "Create New" fails with the "Set up compute target" of the Designer feature.

    Create New is fixed to Standard Dv2 family by default. In the Austoralia East region, the creation fails because the quota for dv2 family is 0.
    I want you to be able to choose the virtual machine size in the future.

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  8. keras in R

    Need support for Keras in R

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  9. Please add function to enable distributed processing with Azure Machine Learning Studio itself.

    Please enable distributed processing with Azure Machine Learning Studio itself.
    When I do data analysis with module, an error occurs if the work time exceeds 24 hours.
    So, To reduce processing time, please add function to enable distributed processing with Azure Machine Learning Studio itself.

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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  10. My account has access to 5 tenants. It seems as if it is only checking the default tenant before telling me I do not have access to my sub.

    I am trying to run Jupyter notebooks in a ML workspace in my sandbox environment. My default tenant is our production environment. It appears as if the azureml python authentication is only checking the default tenant before telling me I do not have access to me subscription.

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  11. Save Trial Standard ML Studio Experiments to Free account

    I decided to learn Azure ML on the trial version. When the trial ended, all of the experiments that I had built to learn how to use it are now all inaccessible because now I am on the free mode. I used nothing in the trail mode that is not on the free mode. I think these files should transfer over or should be easily moved to the free workspace. People should at least be told that all of the their stuff is going to basically be deleted after the trial ends and will not be saved in the free…

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  12. Model data collection for ACI deployed models

    As far as I can tell from the documentation it is only possible to enable data collection on models deployed AKS. In scenarios where it is not desirable to create and manage Kubernetes in a production environment it would be useful to have this feature also for ACI based deploys.

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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  13. Please integrate Azure Machine Learning Studio with Microsoft Visual Studio?

    Hi,

    It will be very helpful to create a Machine learning experiment in visual studio if you integrate AML Studio in Microsoft Visual Studio (Community Edition). Currently, it supports the only web-based, I think it will be very helpful if you provide support for desktop-based AML Studio.

    Thanks.

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  14. Issue with NaN during Export csv filein Export data module

    Hi,
    I am using Export Data module in Machine learning designer to export csv file. Issue is with numeric columns which contains NaN. Result should be empty field/value but exported csv contains NA, which cause troubles in additional file processing.

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  15. error during "ws = Workspace.from_config()"

    When I run the command "ws = Workspace.fromconfig()" in the notebook I get an error. The error is "AuthenticationException: You don't have access to d9c30d04-f393-4fbb-87fa-4b75ef106734 subscription. All the subscriptions that you have access to = [SubscriptionInfo(subscriptionname='P-CSA 250$', subscription_id='13c3cc54-b676-4845-9974-a4e7f6c8b175')]. Please run 'az login' or set d9c30d04-f393-4fbb-87fa-4b75ef106734 as default subscription and retry". The subscription d9c30d04-f393-4fbb-87fa-4b75ef106734 exists. It is on this subscription that I have created the machine learning workspace.

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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  16. Limit of experiments in a workspace

    Is there a limit of how many experiments can we create in one workspace? Is there a limit of how many runs can we create in one experiments?

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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

    Hi Azure Customer,

    We do not have limits on pipelines runs or limits on pipelines per workspace at this point in time (not sure if we want to introduce limits as part of the SKU/billing effort).
    We have a limit on the size of a pipeline (30,000 nodes) and the numbers of schedules that will trigger pipelines per month (100,000)

    We will update our document to make it clear. Thank you.

    Regards,
    Azure CXP Community

  17. az ml model (CLI) deploy/package without "--model" argument

    With Python SDK, you can both deploy and package models passing an empty list as argument of "models".

    Like:


    package = Model.package(ws, [], inference_config)
    package.wait_for_creation(show_output=True)

    Why can't we do the same thing with CLI?

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  18. More text processing options

    Provide more string processing options in ML Studio & Visual Interface for ML Service. I use python pandas df[col].str.functions like lower, upper, strip, etc. regularly. Also would be good to have extract and match. Doc is here https://pandas.pydata.org/pandas-docs/stable/user_guide/text.html

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  19. Step by Step web response request service web app

    Please make a web app step by step request response tutorial from a ML azure studio experiment, for non native coder people is confusing to set up the service and make it available to the end user.

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    triaged  ·  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
  20. 1 vote
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