Apr '24 • 💡 Help
Vertex AI Kubeflow V2 Pipeline with Custom Docker Container on GCP
Hello everyone, i am on my journey to master Google Cloud and so far is good :D
However ...
I struggle to find examples of end-to-end pipelines for machine learning models ( regression or classification) with kubeflow.
**Is there anyone i can ask a few questions or share some knowledge about this topic?** 🤓
In particular:
- Write a good docker file for training and deployment with custom packages
- Debug the logs
References:
- https://medium.com/@adrienchuttarsing/how-to-deploy-a-personalized-model-container-into-google-vertex-ai-with-docker-and-flask-8943ebae981
- https://medium.com/@wardarahim25/step-by-step-guide-to-creating-and-deploying-custom-ml-pipelines-with-gcp-vertex-ai-part-1-61185bc24f6a
- https://medium.com/@wardarahim25/step-by-step-guide-to-creating-and-deploying-custom-ml-pipelines-with-gcp-vertex-ai-part-2-3be6e314bc48
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Vertex AI Kubeflow V2 Pipeline with Custom Docker Container on GCP
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