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Self Service ML Pipelines Using Dataprep and AutoML Tables

Google via Google Cloud Skills Boost

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Overview

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In this lab you will learn how to use Dataprep in conjunction with AutoML Tables to build and operate your machine learning pipelines.

Syllabus

  • GSP912
  • Overview
  • Setup and requirements
  • Task 1. Open Google Cloud Dataprep
  • Task 2. Add target schema
  • Task 3. Add parameterized input datasets
  • Task 4. Define target schema
  • Task 5. Target mapping in the recipe
  • Task 6. Data quality rules
  • Task 7. Output
  • Task 8. Plans
  • Task 9. Inference
  • Task 10. Retrieve your Bearer token
  • Task 11. Run job
  • Congratulations!

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