Kubeflow (Github, Docs) is a platform for data scientists who want to build and experiment with ML pipelines. Kubeflow is also for ML engineers and operational teams who want to deploy ML systems to various environments for development, testing, and production-level serving.
Conceptual overview
Components in the ML workflow