Self Service ML Pipelines Using Dataprep and AutoML Tables

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

• 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!