Introducing KAML-D

Presentation at OpenShift Commons: Machine Learning on OpenShift SIG

Transcript

1. Introducing KAML-D
 Kubernetes Advanced Machine Learning & Data Engineering Platform 2018-03-09, OpenShift Commons: Machine Learning on OpenShift SIG
 Michael Hausenblas, @mhausenblas design.kamld.com
2. Motivation design.kamld.com/motivation
3. Use Cases " Data scientist: iterate on ML-based features faster and consequently ship them faster by share datasets and models " Data engineer/developer: benefit from unified way of handling both datasets and models to smoothly transition an app to production " Ops folks: get the insights necessary to provide guidance to run the app, incl. the ML features
4. UX and UI
5. Architecture