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.

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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 →
        • Can I perform similar experiment without using Microsoft Azure Machine Studio. I have a similar data set from this URL http://bit.ly/2og1o3

          Can I perform similar experiment without using Microsoft Azure Machine Studio.
          I have a similar data set from this URL http://bit.ly/2og1o31 and I wish to perform online fraud detection on the data set on R 3.2.5,
          here are the set of codes written for the preliminary:

          #############################################################
          #Read untagged transaction
          #############################################################
          data=read.csv(file.choose(),header=TRUE)
          attach(data)
          str(data)
          head(data)
          ############################################################
          #Make Account ID as string
          accountID=as.character(accountID)
          transactionID= as.character(transactionID)
          #######################################################
          ##### Format Time to 6digits #########################
          ##### Time Formatting ###############################
          require(lubridate)
          transactionDate= as.character(transactionDate)
          transactionTime= as.character(transactionTime)
          transactionTime=sprintf("%06d", data$transactionTime)
          #### data <- read.table(file = "file.csv", header = FALSE, sep = ";")#####
          date_time <- paste(transactionDate, transactionTime)
          date_time <-…

          1 vote
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            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • Full SQL on Azure ML

            Guys, it is actually unbelievable that Microsoft has one of the most powerful SQL engines in the world (if not THE best) and yet Azure ML is using SQLite. The engine has several limitations for data treatment.

            Any chance you can have a full T-SQL engine on Azure ML?

            1 vote
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              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • Make it easier to stop being charged to items I don't use!

              I'm having to pay for a machine learning seat and shared apps. yet all I have is one wordpress blog with few pages and a separate website with 4 pages and a few pictures on. It's costing me £28 per month and I'm on the verge of cancelling as nothing else seems to get rid of these excess charges. Not happy.

              3 votes
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                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
              • Webhooks and/or Event Grid Integration

                I would like to have the ability for AML to generate an event that external resources can react to when a job completes. It would be nice for AML to call a webhook when a job is complete or publish an event to an Event Grid Topic when a job is complete. Right now, the status of a job has to be polled until the job status is set to complete, and this works, but for long running jobs (30-60 mins) I would rather react to an event instead of polling every second for the duration of the job.

                I…

                15 votes
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                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                • Visualize more than 100 features in AML studio

                  Hi,
                  I have a dataset and I have tagged few cols for Convert to Indicator Values. As a result the DataSet Cols grows past 100. In the Score Module - Visualize I can see that there are 2 additional cols in the Col count (like went from 123 to 125 cols). But looks like only the first 100 Cols are displayed. In my case the important cols showing the Scored Label and Scored probabilities are not visible.

                  Is there a way to show more cols in the visualize view ?

                  Thanks

                  5 votes
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                    1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                  • Add progress bar instead of animated histogram during processing

                    It would be useful to see how far a data processing step has progressed rather than seeing the animated histogram in Azure ML Workbench.

                    1 vote
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                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                    • Rename transform dataflow step

                      Please allow us to rename a transform dataflow step so that if we have more than one, it is easy to tell which one is which.

                      1 vote
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                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                      • Please allow the ability to disable a step during data cleaning in Azure ML Workbench

                        To aid with data cleansing experimentation, please allow the option to disable a step so that we can move past errors without having to delete the step and re-add the fix later.

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

                          Create a Comment block to add to experiments. This block would be like any others, but would do nothing but allow comments of that part of the flow. It would consist of a Title and description (for further explanation) like other blocks but would do nothing but pass through.

                          1 vote
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                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                          • Custom Model module using Python in Azure ML Studio

                            Azure ML Studio provides a lot of in-built models to work with. But no way to use our own custom models in it. It would be great if we can copy paste our our own models using Python (like we do in the Execute Python Script module) and then train and test the model. This would speed up the model building procedure. It will be simpler rather than writing the code in Azure ML Jupyter Notebook, creating the model and then use model with ASP.NET Web API to publish.

                            1 vote
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                              1 comment  ·  Flag idea as inappropriate…  ·  Admin →
                            • Add Microsoft Azure ML in Visual studio

                              Why do we need a new IDE when we already use Visual studio? Azure ML should be available as part of Visual studio where we can create new experiments and run it from there.

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

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

                                  Wonder how are RNNs and deep NNs are covered in Azure ML.

                                  a) There is no mention of CNN and RNN. the sheet "microsoft-machine-learning-algorithm-cheat-sheet-v6"
                                  b) Also how do we visaulize deep networks?

                                  Besides

                                  1 vote
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                                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Ability to share Machine Learning Studio to an AD group

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

                                    1 vote
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                                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                    • Connect Azure ML with Azure Cosmos DB

                                      Is there any way to connect an Azure ML experiment with a Azure Cosmos DB? we are needing son NoSQL structure for a PoC

                                      4 votes
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                                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                      • About character code of Machine Learning Workbench

                                        Currently there is no Shift-JIS in the encodable character code.
                                        I want Shift-JIS to be supported as well.

                                        <In Japanese>
                                        現在はエンコーディング可能な文字コードにShift-JISがありません。
                                        Shift-JISもサポートされるようにしてほしい。

                                        22 votes
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                                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                        • Creating Python or R code out of Azure ML will greately transform Azure ml to be a standerd global tool for machine learning

                                          Converting or generating to Python or R code out of Azure ML will greatly transform Azure ML to be a standard global tool for machine learning on any platform. Developing quickly the Machine Learning workflow application in Azure ML and converting it the equivalent Python or R code will promote Azure ML to be a global machine learning tool for all platforms

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