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• Kubeflow Fairing

Kubeflow Fairing

• Lightning talk presented on March 12, 2019 at the Kubeflow Contributor Summit in Sunnyvale, CA.

Abstract

Fairing is a python library that makes building, training, and deploying anywhere simple for data scientists.

• Run anywhere: Local, Cluster, or Notebook
• Composable architecture
• Reusable building blocks

1. Preprocesses the code, converting notebooks or gathering source or data dependencies.
2. Builds and uploads a Docker image.
3. Deploys a job using Kubernetes or Kubeflow primitives.