This pattern demonstrates how Red Hat OpenShift Data Science and MLFlow can be used together to build an end-to-end MLOps platform. It demonstrates this using a credit card fraud detection use case.

This pattern is based on a demo implementation of an automated data pipeline for chest X-ray analysis previously developed by Red Hat. The pattern is modified to utilize Intel AMX feature.

This pattern uses OpenShift Virtualization to simulate an edge environment for VMs.

This pattern is derived from the multi-cloud GitOps pattern with added products to provide a complete DevSecOps workflow.

This pattern is based on a demo implementation of an automated data pipeline for chest X-ray analysis previously developed by Red Hat.