Machine Learning

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Azure Machine Learning enables developers and data scientists to build advanced analytic web services in minutes and hours, eliminating the heavy lifting associated with deploying machine learning in modern data driven applications.

How can we improve Microsoft Azure Machine Learning?

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  1. In AML Studio Datasets view, users should be able to download and open in notebook directly.

    In AML Studio Datasets view, users should be able to download and open in notebook directly. Right now I have to drag a dataset to an experiment and download it from there.

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      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
    • Jupyter notebooks appear to be missing from my Azure ML Studio page.

      The notebook feature appears to be missing from my account.

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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • Description about data set

        Hi Team:
        I am new Azure ML studio and to that matter cloud technologies. I found it very difficult to find the info about data which are there in free samples. The idea of providing sample databases is great idea. But, to get more hands on experience with Azure ML, it will be better if we have description about data too. It will enable the practitioners got to know on which data they are working on, how the analysis is taking shape at the end. Their thinking on analysis would take a different direction instead of limited idea to work…

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        • Getting the images produced by AzureML experiments back

          I have created a toy example in Azure, with a simple dataset:

          amounts city code user_id
          1 2.95 Colleferro 100 999
          2 2.95 Subiaco 100 111
          3 14.95 Avellino 101 333
          4 14.95 Colleferro 101 999
          5 14.95 Benevento 101 444
          6 -14.95 Subiaco 110 111
          7 -14.95 Sgurgola 110 555
          8 -14.95 Roma 110 666
          9 -14.95 Colleferro 110 999
          with the aim to create a very simple plot.

          The code into the R script module is the following:

          data.set <- maml.mapInputPort(1) # class: data.frame
          #-------------------
          plot(data.set$amounts);
          title("This title is a very long title. That is not a problem…

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            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • I tried the first step in Azure ML Studio, to add the Project Columns filter to the data. I am angry they are not connected.

            I can't find any connector or other way of joining the Project Columns filter to the data source. I feel I wasted my time to try this Studio when such basic features as connecting data source to filter are not working.
            Please make the connector arrow a clear element in the Studio screen.

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            • Autofill database information in Reader based on access by the user

              Auto fill database information in AzureML Studio in Reader Component only with selected databases that are accessible by the user

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                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
              • 1 vote
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                • 1 vote
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                  • convert experiment into actual programming code such as python or R

                    convert experiment into actual programming code such as python or R

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                    • Add automatic VM allocation and deallocation capability to Azure ML Experimentation

                      Automatically start the compute target when the experiment starts and shut it down when it ends. Add minimalistic indication of which compute targets are live now to AML WB.

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                      • The confirm bottom disappear in Chorme version 55.0.2883.95 (64-bit)

                        The confirm bottom of "select columns" disappear resulting in cant saving the column select in Chorme version 55.0.2883.95 (64-bit). I use Firefox to read the experiments, the confirm bottom show correctly.

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                        • RBAC for users while providing them access

                          Currently, it allows only the entire Workspace to be shared with employees. Do you have any plan to introduce RBAC so that we can provide access to projects only to users. Also, it even provides them access to delete all models in the workspace which could cause potential issues of one user deleting others work.

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                          • how to remove duplicate columns in azure ML

                            it is possible to import data to Azure ML with the use of a google shared drive link of an excel file to make

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                            • [BUG] Saving existing trained model doesn't overvrite the existing one

                              When trying to overwrite an existing trained model, Azure ML Studio will create a duplicated trained model (see the attached picture). When I try to delete the oldest one, both the duplicated trained models disappear. Then, if I try to create the same trained model (with the same name) again, that name is cached even if I deleted it. I have to refresh the page in order to remove that name from cache.

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                              • Support reading semicolon separated files in Azure ML

                                I am not able to read semicolon separated csv file. I get following error Error in read.table(uri, sep = ",", header = TRUE, quote, ...): formal argument "header" matched by multiple actual arguments

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                                • 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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                                  • Support two web service inputs to allow users specify training and testing data explicitly, instead of going through the retraining process

                                    this will come in handy for time series analysis,which will require frequent update of the model.

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                                    • Ability to share Machine Learning Studio to an AD group

                                      At the moment it's possible to invite individual users only.

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                                      • Black-box modules

                                        Suppose I create a flow of Azure modules and R scripts implementing a certain "logic" that I would like to use again and again. i'd like to put it in a sort of "new module", possible giving it a name. I think it would be extremely useful when the logic becomes more challenging in order to give a better "insight" of what we are implementing.

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                                        • Automatic Tagging Text based on Supervised Data

                                          I need to do some tagging project. the ideas I quite similar to text classification, however, you classify to many classes [01 text may have more than 02 tags]. Do Microsoft Azure offer any tool to do that?

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