Re:Why data scientists shouldn’t need to know Kubernetes
by adolph on Tuesday September 14, 2021 @01:15AM
(#28520513)
This article has enough interesting past the headline that it is worth a scan.
Table of Contents
…. The full-stack expectations
…. Separation of development and production environments
…. Bridging the gap Part I: containerization
…. Bridging the gap Part II: infrastructure abstraction
…. Workflow orchestration vs. infrastructure abstraction
…. Workflow orchestration: Airflow vs. Prefect vs. Argo
…. Infrastructure abstraction: Kubeflow vs. Metaflow
Table of Contents …. The full-stack expectations …. Separation of development and production environments …. Bridging the gap Part I: containerization …. Bridging the gap Part II: infrastructure abstraction …. Workflow orchestration vs. infrastructure abstraction …. Workflow orchestration: Airflow vs. Prefect vs. Argo …. Infrastructure abstraction: Kubeflow vs. Metaflow