https://github.com/jolares/demo-cicd-with-vertex-ai

Example end-to-end machine learning project using GCP Vertex AI
https://github.com/jolares/demo-cicd-with-vertex-ai

machine-learning mlops

Last synced: 24 days ago
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Example end-to-end machine learning project using GCP Vertex AI

• Host: GitHub
• URL: https://github.com/jolares/demo-cicd-with-vertex-ai
• Owner: jolares
• License: mit
• Created: 2023-08-27T15:32:05.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-28T00:35:49.000Z (about 1 year ago)
• Last Synced: 2024-10-14T03:27:54.546Z (24 days ago)
• Topics: machine-learning, mlops
• Language: Python
• Homepage:
• Size: 8.79 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# example-gcp-vertex-ai

Example end-to-end machine learning using GCP Vertex AI.

- TODO: eda

- TODO: train.tensorflow

    - local

    - dev

    - prod

    - models

- TODO: train.skl

- TODO: train.pytorch

- TODO: gha

- TODO: vertex ai vpc

- TODO: repo integration

# Resources

- [All Vertex AI code samples](https://cloud.google.com/vertex-ai/docs/samples)

- [How to Structure a Data Science Project for Readability and Transparency](https://towardsdatascience.com/how-to-structure-a-data-science-project-for-readability-and-transparency-360c6716800)