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3-Show_The_Build.md

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Show the Build in Progress

💡 You must have completed the setup before attempting to do the demo.

Automating the Manual Process

Talking Points:

  • So with those points in mind, let’s look at the build definition:
  • Rather than doing it in Jupyter Notebooks (like last demo), let’s make it just the code

Demo :

  • Start in Azure DevOps in the browser and show build
    • Start with the Pipeline
    • Show last build with our change from the start
    • Highlight the job summary
    • look at the log for "Recreate and submit the pipeline"
  • Switch to VSCode and show the same code in a pure python file
    • show the imports
    • show the added arguments
    • walk through the remainder and draw parallels to the notebook flow
  • Show the YAML build definition in VSCode if you like
  • Switch to the ML UI and show the AML Pipeline that ran, drill in and see the tasks that ran and show stats
  • Show the new model that got produced

Example Demo