Azure Machine Learning WorkBench

Getting Started with Machine Learning Workbench for Windows:

Install the Azure Machine Learning Workbench on your computer running Windows 10, Windows Server 2016, or newer.

  1. Create Azure Machine Learning Preview Account
  2. Download the latest Azure Machine Learning Workbench installer AmlWorkbenchSetup.msi.

  3. Double-click the downloaded installer AmlWorkbenchSetup.msi from your File Explorer.
  4. Finish the installation by following the on-screen instructions.

Setting up the Machine Learning WorkBench




Create Azure Machine Learning Experimentation account

You need to create and Microsoft Learning Experimentation Service within



Step-by-Step Tutorials to getting Started on your experiment

Learn how to prepare your data, set up an experiment, and operationalize your models


  1. Walk through the basics of Machine Learning services (preview)
  2. Use the Machine Learning Workbench to build a model with the Iris flower dataset
  3. Learn how to deploy a Machine Learning model
  4. Use Azure Machine Learning Workbench for advanced data prep

Getting Started with Example Data Sets

Simply Click Try a Tutorial within the Azure Machine Learning Workbench Client

Comments (10)
  1. P Bose says:

    Where can I find resources on tips and guides to migrate from AWS to Azure?

    1. Lee Stott says:

      Hi for all resources you should look for resources at for specific on AWS to Azure Migration see

    1. Lee Stott says:

      Hi Paul, this is known issue and is being addressed by the team please wait for an update.

  2. Dean says:

    Issues trying to login using ADFS. I do not get any connection it just sits trying to connect

  3. Anagha Bharadwaj says:

    Hi, please provide the link as how to write our own python code and build model using Azure Workbench. And also can we use R scripts in azure workbench?

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