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2+ title: GPFS Tester
3+ date: 2025-07-01
4+ tier: sandbox
5+ summary: 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.
6+ rh_products:
7+ - Red Hat OpenShift Container Platform
8+ - Red Hat OpenShift Data Science
9+ - Red Hat OpenShift Data Foundation
10+ industries:
11+ - financial services
12+ aliases: /mlops-fraud-detection/
13+ pattern_logo: mlops-fraud-detection.png
14+ links:
15+ github: https://github.com/validatedpatterns-sandbox/gpfs-tester
16+ install: gpfs-getting-started
17+ arch: https://www.redhat.com/architect/portfolio/architecturedetail?ppid=6
18+ bugs: https://github.com/validatedpatterns-sandbox/gpfs-tester/issues
19+ feedback: https://docs.google.com/forms/d/e/1FAIpQLScI76b6tD1WyPu2-d_9CCVDr3Fu5jYERthqLKJDUGwqBg7Vcg/viewform
20+ ci: gpfs
21+ contributor:
22+ name: Martin Jackson
23+ contact: mailto:mhjacks@redhat.com
24+ git: https://github.com/mhjacks
25+ ---
26+ :toc:
27+ :imagesdir: /images
28+ :_content-type: ASSEMBLY
29+
30+ include::modules/mfd-about-mlops-fraud-detection.adoc[leveloffset=+1]
31+
32+ include::modules/mfd-architecture.adoc[leveloffset=+1]
33+
34+ [id="next-steps_mfd-index"]
35+ == Next steps
36+
37+ * link:mfd-getting-started[Deploy the management hub] using Helm.
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2+ title: Getting started
3+ weight: 10
4+ aliases: /mlops-fraud-detection/mfd-getting-started/
5+ ---
6+ :toc:
7+ :imagesdir: /images
8+ :_content-type: ASSEMBLY
9+
10+ include::modules/mfd-deploying-mfd-pattern.adoc[leveloffset=1]
11+
12+ = Next Steps
13+
14+ * link:../mfd-running-the-demo[Run the demo].
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2+ title: Running the Fraud Detection Demo
3+ weight: 10
4+ aliases: /mlops-fraud-detection/mfd-running-the-demo/
5+ ---
6+ :toc:
7+ :imagesdir: /images
8+ :_content-type: ASSEMBLY
9+ include::modules/comm-attributes.adoc[]
10+
11+ include::modules/mfd-using-mfd-demo.adoc[leveloffset=1]
12+
13+ = Next Steps
14+
15+ link:https://groups.google.com/g/validatedpatterns[Help & Feedback]
16+ link:https://github.com/validatedpatterns/mlops-fraud-detection/issues[Report Bugs]
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