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. Give more algorithm details for Boosted Decision Tree Regression

    There is not enough information given to properly compare Azure's Boosted Decision Tree Regression to Python's GradientBoostingRegressor

    Please see this question to see if this is still an issue

    https://stackoverflow.com/questions/45824202/

    2 votes
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      1 comment  ·  Flag idea as inappropriate…  ·  Admin →
    • azure machine learning input module integration with on premise Hadoop cluster

      Provide provision to access the on premise hadoop Cluster from Azure machine learning.

      0 votes
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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • http://stackoverflow.com/q/43862179/1418618?stw=2

        My question is a bit naive. I use AWS for hosting my backend servers. I have lots of real-time data logs, which needs to used for Anomaly & Pattern Detection. Microsoft Azure ML offers ready-made suites for the same, but the Azure ML documentation mentions about having to upload the CSV files onto Azure Blob.

        Is it possible to call Azure Machine Learning services from my servers directly, without having my servers on Azure Cloud/Blob? I couldn't find about this on Azure ML's website. Thanks

        1 vote
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          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
        • Please fix this error package 'gridExtra' is not available (for R version 3.1.1) to let me run the course

          Please fix this error package 'gridExtra' is not available (for R version 3.1.1) to let me run the course

          22 votes
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            1 comment  ·  Flag idea as inappropriate…  ·  Admin →
          • 4 votes
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              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • dark theme

              Can we have a dark theme for the workbench please?

              18 votes
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                1 comment  ·  Flag idea as inappropriate…  ·  Admin →
              • 3 votes
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                  1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                • 10 votes
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                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                  • Bring "ML Studio" and "ML Services" together!

                    Give the ability to migrate existing "Azure ML Studio Webservices" to "Azure ML Model Management" OR provide the ability to deploy Models from Workbench to "Azure ML Studio Webservices"

                    27 votes
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                      2 comments  ·  Flag idea as inappropriate…  ·  Admin →
                    • Desktop client for AML Studio

                      The new AML Services offering includes a desktop client, AML Workbench. Please create a desktop client for AML Studio as well. Personally, I find the Web UI for AML Studio a little clumsy sometimes. Ability to use local datasets in AML Studio desktop client would also be nice.

                      Ideally, AML Studio could be just another feature of the AML Workbench client. No reason to make matters too complicated.

                      12 votes
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                        1 comment  ·  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 →
                        • 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 →
                          • 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 →
                            • 2 votes
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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 →
                                  • 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 →
                                    • 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 →
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