Opis: An introduction to operationalizing AI/ML with Red Hat OpenShift AI is a free, on-demand Technical Overview that describes the current AI/ML landscape and the challenges associated with developing and deploying AI/ML applications. The course also explains how Red Hat OpenShift AI builds on the capabilities of Red Hat OpenShift to provide a single, consistent, enterprise-ready hybrid AI and MLOps platform.
Course content summary
By the end of this course learners will have a basic understanding of:
- How AI progressed to where we are today.
- How the AI/ML landscape is evolving.
- Red Hat OpenShift AI architecture.
- Red Hat’s AI/ML partner ecosystem.
- Use case demo.
Cel: An introduction to operationalizing AI/ML with Red Hat OpenShift AI
Grupa docelowa:
- Data scientists and AI practitioners who want to build and train ML models.
- Developers who want to build and integrate AI/ML-enabled applications.
- MLOps engineers responsible for installing, configuring, deploying, and monitoring AI/ML applications.
Uwagi:
Format – Video classroom
Duration – 30 days
Access – You can directly request access to this free training through the Red Hat website (link).
Recommended next course or exam
Wymagania:
- There are no prerequisites for this Technical Overview.
Konspekt:
- Video 1. Introduction
- Video 2. A brief history of AI
- Video 3. What is machine learning?
- Video 4. What is deep learning?
- Video 5. Where do foundation models fit within AI?
- Video 6. The evolving AI/ML landscape
- Video 7. The challenge with MLOps
- Video 8. Operationalizing AI
- Video 9. Red Hat OpenShift AI features
- Video 10. The Red Hat OpenShift AI open source ecosystem
- Video 11. Red Hat OpenShift AI architecture
- Video 12. The Red Hat OpenShift AI partner ecosystem
- Video 13. Demo: Improving insurance claims process
- Video 14. Demo: Connection and Setup
- Video 15. Demo: Working with an LLM
- Video 16. Demo: Image processing
- Video 17. How to continue training on Red Hat OpenShift AI
Note: Course outline is subject to change with technology advances and as the nature of the underlying job evolves. For questions or confirmation on a specific objective or topic, please contact us at osec@osec.pl.
