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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.

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How can we improve Microsoft Azure Machine Learning?

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  1. it sucks literally.

    compare your complexity to deploy vs other website deployment. it sucks literally

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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

  2. 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.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

  3. Provide upload/import feature for xml and Json file in DataSet

    Hi,

    Most of the e-commerce marketplace supports only XML/JSON file, It will be very helpful if you provide supports for these file formats. I think you should implement the same functionality of import/export Dataset in Microsoft Azure Learning Studio, which is already available in Power-BI.

    Thanks.

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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

  4. ML Studio Fails for Managed Application While deploying

    While Deploying ML Studio through Managed Apps,it fails with resource timeout error and have registered a case id with Azure Support -119121123001479

    1 vote
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  5. Azure ML service does not log experiments runs or model registrations to Azure Monitor

    AML services shows few metrics however logging of experiment runs are not available in Azure Monitor.

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

  6. Logistic Regression

    It's very useful for beginners. If I want to use the logistic regression algorithm, how can I do that?

    1 vote
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  7. 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…

    1 vote
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    0 comments  ·  Flag idea as inappropriate…  ·  Admin →

  8. Issue using a CSV were last entry in each row is a comma

    I have a CSV with following format:

    X1,X2,y
    0,2,0,
    1,2,1,
    2,2,2,

    All rows have 3 columns, but each row has a final comma.

    If I use a file like that to train an AutoML model using Python SDK, a new RAW column is added with name ColumnX. Thus if I want to deploy the model and use it I need to send a request with columns: X1, X2, and ColumnX.

    Code I'm using to get raw columns:

    run = AutoMLRun(exp, "experimentid")
    _, best    model = run.getoutput()
    [x["RawFeatureName"] for x in best    model.namedsteps["datatransformer"].getfeaturization_summary()]

    Not sure where this…

    1 vote
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    1 comment  ·  Flag idea as inappropriate…  ·  Admin →

  9. Make Tabular Dataset from_sql_query() method more like SQL alchemy or equivalent

    The SQL syntax for querying Azure ML datastores (eg Azure SQL) is extremely specific and tricky to get right, for example new lines and tabs for readability are not supported, and weirdly nor is the ORDER BY clause. I propose making the query syntax more akin to that supported by the open source sqlalchemy package. Given that many people already use this, it will also make the lift and shift to Azure ML much easier for people, rather than having to rewrite / reformat programmatic query strings.

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  10. Love this idea, really!

    Azure Storage Explorer can save you a bit of hassle from I've seen. Great idea really.

    1 vote
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  11. Need proper documentation above anything else. Also, no 404 error from a documentation link please. Such as this one: https://docs.microsoft

    Title

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  12. 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.

    1 vote
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  13. Allow importing data from on-prem databases like Vertica, Oracle etc.

    We are going through a tool selection process for Machine Learning, and we think that Azure Machine learning fits most of our requirements, however one major drawback is that we cannot connect to other on premise databases other than Microsoft SQL server. Allowing multiple data source connectors gives much more flexibility as compared to other tools in the market.

    1 vote
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  14. Gantt view of all experiments execution in Machine Learning Workspace

    To see a Gantt chart of the time consumed by each of the experiments running simultaneously in the ML.

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  15. Show recent workspaces in ML studio in workspace filter pane

    It would be good to show the recent workspaces in workspace filter pane in azure ml studio that would allow users to quickly switch from one workspace to another. There is enough landscape available on this pane too.

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  16. MT-DNN-BERT Model inside Visual Interface of Azure ML Studio

    Any project need to use Semantic Models, badly need use either MT-DNN or BERT, can you please include MT-DNN or BERT Model inside Visual Interface of Azure ML Studio. Because that gives Azure edge over other AI Platforms DataRobot, other wise many customers move to other AI Platforms. I need to use either MT-DNN or BERT in my project. As per Gardner/Mckinsey report is saying more Intelligent Chat Bot with muliti lingual requirement flooding all over the world ever before in the AI.

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  17. Is there a way to attach Data Bricks Cluster which is in a different resource group

    Is there a way to attach Data Bricks Cluster which is in a different resource group

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    need-feedback  ·  2 comments  ·  Flag idea as inappropriate…  ·  Admin →

  18. Upload a new dataset from Excel.

    There are no possible import from excel - http://prntscr.com/pda67v
    All time I have a problem, when I want to import from CSV, which I create from excel to csv. All time it shows one column all time. For example - http://prntscr.com/pda8w0 I can't get separated columns.
    If someone know solution, please tell me.

    1 vote
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  19. support deployment for TF2.0

    it is un-acceptable that training support TF2.0, but deployment doesn't.

    1 vote
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  20. When are you planning to upgrade the CRAN R version on ML. Is this an option or not on the cards for the near future?

    Is this on your road map or not? Need to know for purposes of functional technology

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