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ilt-labs.md

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ILT labs

DP-3011 (Implement a data lakehouse analytics solution with Azure Databricks):

  • Instructions\Exercises\LA-01-Explore-Azure-Databricks.md
  • Instructions\Exercises\LA-02-Explore-data.md
  • Instructions\Exercises\LA-03-Transform-data.md
  • Instructions\Exercises\LA-04-Explore-Delta-Lake.md
  • Instructions\Exercises\LA-05-Build-data-pipeline.md
  • Instructions\Exercises\LA-06-Build-workflow.md

DP-3014 (Machine Learning with Azure Databricks):

  • Instructions\Exercises\06-Databricks-ML.md
  • Instructions\Exercises\07-MLflow.md
  • Instructions\Exercises\08-Hyperparams.md
  • Instructions\Exercises\09-automl.md
  • Instructions\Exercises\10-Deep-learning.md