Appendix 4

Practicing with Google Vertex AI

In Chapter 7, Exploring Google Cloud Vertex AI, we discussed Google Cloud Vertex AI. This appendix contains some hands-on tutorials for Google Vertex AI in the Google Cloud console, step by step. We will cover the following labs:

  • Vertex AI – enabling its API
  • Vertex AI – datasets
  • Vertex AI – labeling tasks
  • Vertex AI – training
  • Vertex AI – predictions (Vertex AI Endpoint)
  • Vertex AI – predictions (Vertex AI Batch Prediction)
  • Vertex AI – Workbench
  • Vertex AI – Feature Store
  • Vertex AI – pipelines and metadata
  • Vertex AI – model monitoring

You are expected to follow these labs to practice Vertex AI and gain implementation skills.

Vertex AI – enabling its API

To start using Vertex AI in the Google Cloud ...

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