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. 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 →
    • 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

      6 votes
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        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • Save R Module

        Just like how you can save datasets/models it would be useful to save Execute R Script Modules which would allow use across experiments easier. (Ideally with the ability to further edit in the new experiment)

        2 votes
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          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
        • Visualize Icon on Every Tag

          Every tag I drag out and manipulate, save and run, I (one time or another) have to click and "Vizualize" it.

          Why not just have a little icon on the tag to save everyone lots and lots of extra clicks?

          4 votes
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            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • Fix the input and output names in AML Studio Web Service

            AML Studio gives the ability to change the input and output names for a Web Service. But changing these values does not have any effect, and the published Web Service always uses the default values input1, output1, etc... These values are used in the JSON schema of the Web Service, and it would be nice to be able to change them.

            Apparently Microsoft is already aware of this (see https://social.msdn.microsoft.com/Forums/azure/en-US/03e5f824-abad-4e19-b57d-fd3bfc5c7f1e/ml-web-service-inputoutput-names-reverting-to-default). Please fix this issue.

            7 votes
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              0 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.

              9 votes
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                1 comment  ·  Flag idea as inappropriate…  ·  Admin →
              • Export Data to storage account that requires secure transfer

                I'm trying to use AzureML's "Export Data" to export to a storage account. I got an error (400 Bad Request, similar to the error documented on https://social.msdn.microsoft.com/Forums/en-US/2b7e8220-cd4f-4643-ae1d-1648721b15f4/getting-error-while-trying-to-export-the-data-from-dataset-to-azure-blob?forum=MachineLearning)

                After investigation found that the cause was that the storage account had the "Secure transfer require" option enabled. It seems that AzureML's export code needs to be updated to supported encrypted communication with Azure Storage.

                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?

                  9 votes
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                    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                  • OMS connector to Azure ML

                    We can load data from sql/Hadoop and so on... but we don't have normal connector to OMS Log Search.
                    But OMS Log Search typically store a lot of interesting insides about predictive maintains scenario.

                    I would like to have a way to directly query data from OMS Rest query API in a simple way without some app in the middle to make a call and convert an output of oms to csv format.

                    3 votes
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                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                    • Add git repository link in the ML workbench

                      Specifically, the repository specified when creating a project. A link under the "Location" on the main page would be a good spot for it.

                      3 votes
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                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                      • Project list search in Azure ML Studio should search description

                        In Azure ML Studio when I am looking at my list of projects and using the Search feature in the header row of the projects list, searching only searches the project name, not the description. This makes it harder for teammates to find the appropriate project. Please make search look at the project description too.

                        1 vote
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                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                        • Hortonworks & Cloudera can be added as compute target for workbench

                          As of now AML workbench can push the compute on HDI Spark clusters, lots of customers are using Hortonworks, Cloudera and other Hadoop distros both on prem as well as in Azure. I think it will be good to have different Hadoop distros as the compute platform for the workbench.

                          5 votes
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                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                          • Why txt and rdata cannot be used in R?

                            Hi, guys, I am trying to analyze some data stored in txt and rdata. They can be recognized in Azure ML Studio. However, they cannot be recognized in the jupyter notebook. This error always shows:

                            ws <- workspace()
                            dat <- download.datasets(ws, "traffic_data_2015_10.txt")
                            In [1]:

                            head(dat)
                            Error in head(dat): object 'dat' not found
                            Traceback:

                            1. head(dat)

                            However, CSV files can be recognized well. Does anyone know what happened?

                            Thanks

                            1 vote
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                              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                            • Upgrade R package dplyr

                              The currently included version of dplyr is very out of date.

                              8 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"

                                20 votes
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                                  2 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                • unable to turn off an running experiment

                                  With a recently update of the Azure ML, I often deal with an issue that I can't not turn off a running experiment. This has been happening sometimes. I am not sure this is a bug introduced by the new updates

                                  1 vote
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                                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Proper Workspace Management Tool (+ Account upgrade)

                                    A lot of work has to be done on the workspace management in order to easily create / modify / delete workspaces from Azure ML Studio.
                                    + the ability to upgrade easily a free account without touching the cumbersome Azure portal.
                                    + the ability to delete a free account.
                                    + an easy way to transfer experiments from one workspace to another (it does not work smoothly today)

                                    2 votes
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                                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                    • Quick Export of Visualize Output

                                      The Visualize Table output is really helpful in a variety of ways. Often times, though, I am saving it to a dataset, then exporting to CSV. It would be great if the results could be triggered to a CSV export (for Excel Viewing and additional deep dives) much more quickly.

                                      Since the 'Save to Dataset' is a separate step, and then the data conversion, this gets a little cumbersome. Instead, having an option within the Visualize window to export to CSV would be helpful.

                                      Thank you!

                                      2 votes
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                                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                      • Lock Top Header Row in the Modal Popups (Visualize)

                                        In the Visualize popups, when you have more than 10 rows or so, it's hard to see the column headers. You should have the option to lock the header so that when you scroll down you can see what columns/features/statistics etc. are applying to the row you are concerned with.

                                        2 votes
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                                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                        • Add Linux support to the machine learning workbench

                                          Would be nice to interact with azure and also would make the machine learning addon for vscode usable on linux

                                          8 votes
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                                            1 comment  ·  Flag idea as inappropriate…  ·  Admin →
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