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MLOps with Vertex AI

Google via Google Cloud Skills Boost

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Overview

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In this lab, you will need to automate the model building, training, and deployment to the model endpoint by creating a Vertex training pipeline.

Syllabus

  • GSP274
  • Overview
  • Setup and requirements
  • Task 1. Prepare your environment
  • Task 2. Run a standalone model
  • Task 3. Develop and deploy model using Vertex AI
  • Task 4. Make predictions from the deployed model
  • Optional exercises
  • Congratulations!

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