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Enhancements for Q2 Update #99

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feaselkl opened this issue Sep 6, 2021 · 2 comments
Closed

Enhancements for Q2 Update #99

feaselkl opened this issue Sep 6, 2021 · 2 comments
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@feaselkl
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feaselkl commented Sep 6, 2021

Here are recommended changes for the Q2 update of this MCW.

  • Create an ARM template for the before-the-lab work in setting up Azure Data Factory, Azure Blob Storage, Databricks, and the Integration Runtime VM. The VM should run Windows Server Datacenter 2019.
  • Ensure that images and explanations are up to date with Azure services. Replace images containing text blocks (e.g., "use 6.4 Extended" for Databricks) with up-to-date instructions.
  • Update notebooks to support the current Databricks runtime. This will solve Excercise 2: Deploy as Webservice #79
  • Exercise 2: use Databricks for model deployment instead of Azure Machine Learning. This will also solve Deploy as Web Service Notebook cell #96 and Deploy as Web service notebook cell error #97
  • For exercise 2 lab 2, change the process from saving a model locally to creating an experiment and saving the model as an artifact of the experiment.
  • For exercise 2 lab 3, perform model deployment and enable a REST endpoint.
  • Change the application code in exercise 8 to call the Databricks REST endpoint instead of the Azure Machine Learning REST endpoint. Update the code to support any differences in call output.
@feaselkl feaselkl self-assigned this Oct 10, 2021
feaselkl added a commit that referenced this issue Oct 16, 2021
- Created ARM template for non-optional resources.
- Updated whiteboard design session based on upcoming lab changes.
feaselkl added a commit that referenced this issue Oct 20, 2021
- Update lab notebooks to support Databricks REST API for scoring
- Remove Azure ML requirements and comments
- Update UI images and simplify exercise flow
feaselkl added a commit that referenced this issue Oct 20, 2021
feaselkl added a commit that referenced this issue Oct 20, 2021
@feaselkl
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Updates are in place for all of the above items. These will allow us to close all other open issues as well.

@DawnmarieDesJardins
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Closing issue with merge of PR #100

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