AI can be complicated to deploy due to its many moving parts. A company needs someone who understands model building, data engineering, software development and infrastructure. That is VERY rare. Therefore we propose to simplify this process using a template (Golden Path Template) that addresses these items.
This template helps data scientists, and MLOps Engineers, with production model development and has been implemented with the following System Design in mind:
In order to use the Golden Path Template, you will need to create an OpenShift cluster and add the following components/operators:
- Red Hat Trusted Application Pipeline
- Service mesh
- Red Hat OpenShift AI
- MLFlow
- Golden Path Template
Let's get started, click Next