Using Open Data Hub for MLOps Demo
Channel: OpenShift
Date: 2021-11-12

Juana Nakfour describes MLOps and demonstrates how to use Open Data Hub, a community project integrating open source AI/ML tools in an end-to-end AI platform on Red Hat OpenShift. First, Juana shows using the JupyterHub Elyra tool to auto-generate and run an MLOps KubeFlow pipeline. After showcasing Red Hat Ceph Storage and bucket notification to trigger and automate the MLOps pipeline, Juana shows how to deploy the fraud detection neural network machine learning model using KFServing and using Canary rollout to introduce a new version of the model.