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Lab04.md

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Lab 04 - Streaming Pattern - Processing events from Kafka using Spark and MLlib

To complete this lab, follow these steps:

  1. Download a ZIP copy of this repository to your local machine and uncompress the contents.
  2. Using the Azure portal, navigate to your Azure Databricks workspace (created by the ARM template in the setup steps).
  3. Create a Databricks cluster in your workspace (follow the instructions within the Environment-Setup document).
  4. Select Workspace, Users, your user account, and then select Import.
  5. On the Import Notebooks dialog, select browse, and navigate to the location you unzipped the copy of the Databricks Labs repository, and select the copy of Lab04.dbc in the Lab04 folder that you downloaded from this repository.
  6. Select Import.
  7. Repeat the process for Lab03-complete.dbc.
  8. If you skipped Lab 1, repeat the process for Lab01-ADF.dbc in the Lab01 folder.
  9. If you skipped Lab 3, repeat the process for Create-ALS-Model.dbc in the Lab04 folder.
  10. In the listing, select Lab04.dbc to open the notebook.
  11. Follow the prompts within the notebook to complete the lab.

HINT: If you get stuck with the lab, take a look at the provided solution notebook called Lab04-complete.dbc.