Ray Summit 2020

Kubeflow offers a Kubernetes native ML Platform stack with a wide spectrum of capabilities, and deployable anywhere Kubernetes runs. In this talk we will give an overview of the Kubeflow project and architecture, and will do a deeper dive into the ML Engineering practices for creating robust ML workflows and their implementation with Kubeflow Pipelines and Tensorflow Extended, leveraging the pipelines DSL and ML Metadata and automatic data lineage tracking.