mamurak / aicoe-osc-demo

Explore OS-Climate demo concepts from Red Hat AICoE

AI CoE Demo Repo for OS-Climate

This repository is the central location for the demos the AI CoE team is developing within the OS-Climate project.

Demo 1 - ETL & Dashboarding

This demo provides notebooks and an Elyra pipeline that provide an example of how to use the tools available with Open Data Hub on an Operate First cluster to perform ETL and create interactive dashboards and visualizations of our data.

• Ingest raw data into Trino (Notebook)
• Run a join against a different federated data table (Notebook)
• Collect the results (Pipeline)
• Visualize it in Superset (Dashboard)

Demo 2 - Model Training and Serving

This demo provides notebooks and an Elyra pipeline that provide an example of how to use the tools available with Open Data Hub on an Operate First cluster to train an NLP model and deploy it as a service.

• Train an NLP model
• Track performance metrics
• Store model in remote storage
• Deploy model inference service