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. 4 votes
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      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
    • Automatically render markdown files

      Currently only the Readme.md is automatically rendered and displayed when a project is opened. When selecting another markdown file e.g. in a docs folder (of a TDSP structure), the 'raw' text is displayed.
      Since the root readme file is displayed correctly, the render function is already there. The file should switch over to the text editor only when a user selects the 'Edit as text in Workbench' function.

      1 vote
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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • Control output web service names

        Control output web service names.

        The new web service deployment interface is nice but it ignores the names of the web service outputs that the user specifies. This was not the case in the old interface and it makes it difficult to keep track of multiple outputs. Especially when you would like to submit BES jobs via the AzureMl connector from LogiApp.

        1 vote
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          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
        • Provide backup mechanism

          Backup mechanism.

          The platform is wonderful and works as advertised but I see a glaring flaw, there´s no way to backup any of my work done in my AML Studio. Please add ASAP!

          Thank you and best regards.

          1 vote
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            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • Data wrangling: generate python code as well as transformation by example option

            it is very nice that we can derive new columns using ai in the data wrangling part. However, to enable traceability we need to be able to answer the question "how does it work", for robustness or legal reasons, for instance.

            It would be cool to have a scaled down option like the "generate by example" that can generate python code as well as transformation by example, so we have full transparency in the data prep steps.

            3 votes
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              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • Provide proper API client

              Other Azure services have proper official API clients. Azure ML is missing it forcing you to use random 3rd party clients or writing your own against an undocumented API.

              Realistically most tasks in Azure ML Studio should be possible to do through API calls. Like creating experiments, moving experiments from one workspace to another, training an experiment, publishing the trained model as a web service etc.

              Right now I can only find https://github.com/hning86/azuremlps which helps doing a lot of this. However, this is not an official client. While it can be consumed in C#, you need to translate the powershell…

              3 votes
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                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
              • Add an option to open a existing project.

                This would really be great to have an option of opening an existing project. Currently, I see the option is there under file menu but inactive. I am not sure why it is inactive.
                Also, have an option to log in anywhere and get the projects since there is a sign in option.

                1 vote
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                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                • Normalization of Data in Dprep Stage

                  Allow users to normalize a column direct from the Dprep stage

                  3 votes
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                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                  • Allow changing project folder after creation - AML Workbench

                    In AML Workbench, once you create your project in specific folder, you cannot move it to other location. That is to say, you can see from workbench project dashboard where the folder is, but you cannot change it elsewhere.

                    2 votes
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                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                    • 2 votes
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                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                      • 3 votes
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                          1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                        • save inspector as image

                          Save inspector results as jpeg or png image (basically introduce a save button in adition to existing "maximize" and "edit" buttons"

                          1 vote
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                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                          • 10 votes
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                              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                            • update azure ml

                              Add Help -> Update

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

                                Customize python environment. Right now AML workbench install its own environment. I cannot find a way to change python environment to what already installed in computer. Every package needs to be re-installed, which is not awesome.

                                2 votes
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                                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                • 1 vote
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                                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Should be able to copy experiment from one timezone region to another timezone region

                                    Should be able to copy experiment from one timezone region to another timezone region

                                    3 votes
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                                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                    • Default to purchased workspace rather than free workspace when you sign in for the first time

                                      When you sign in for the first time, and you have permission to access a purchased workspace, or you have a purchased workspace and previously used the free workspace it should default to the paid workspace. It should also be possible for an administrator to disable the use of the free tenant.

                                      4 votes
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                                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                      • Cannot load Azure ML Workbench

                                        Please fix issue when invoking Workbench from Windows 10 desktop.

                                        C:\Users\murugappanr\AppData\Local\amlworkbench>
                                        module.js:472
                                        throw err;
                                        ^

                                        Error: Cannot find module 'c:\temp\amlworkbench\resources\electron.asar\browser\init.js'
                                        at Function.Module._resolveFilename (module.js:470:15)
                                        at Function.Module._load (module.js:418:25)
                                        at Module.runMain (module.js:605:10)
                                        at run (bootstrap_node.js:431:7)
                                        at startup (bootstrap_node.js:155:9)
                                        at bootstrap_node.js:551:3

                                        1 vote
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                                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                        • Strongly suggest adding the cache function in stream, then no need to rerun all modules each time.

                                          With the cache function, user can put the cache anywhere. Then when rerun the stream, no need to rerun the whole stream but only the down stream after the cache part.

                                          4 votes
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                                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
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