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A minimal CI/CD example

This repository shows how to create a CI/CD pipeline with Vertex AI. The Vertex AI component used here are:

  • Vertex AI Notebooks (Development)
  • Vertex AI Pipeline (Orchestration)
  • Vertex AI Training Service (Custom Container Training Job)
  • Vertex AI Metadata
  • Vertex AI Endpoints

Other components used:

  • Cloud Build and Git Trigger (CI/CD)
  • Cloud Functions (CD)
  • Vertex AI Hosted Tensorboard

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Exploration of MLOps Patterns using Vertex-AI

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