Extensible and Customisable Vertex AI MLOps Platform

MLOps Platform

Building scalable Kubeflow ML pipelines on Vertex AI and ‘jailbreaking’ Google prebuilt containers

Tools and corresponding operations supporting MLOps platform

When I decided to write an article on building scalable pipelines with Vertex AI last year, I contemplated the different formats it could take. I finally settled on building a fully functioning MLOps platform, as lean as possible due to time restriction, and open source the platform for the community to gradually develop. But time proved a limiting …

ci-cd-pipeline kubeflow-pipelines machine learning mlops vertex-ai