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Developing and Deploying AI/ML Applications on Red Hat OpenShift AI (AI267)

An introduction to developing and deploying AI/ML applications on Red Hat OpenShift AI.

Developing and Deploying AI/ML Applications on Red Hat OpenShift AI (AI267) provides students with the fundamental knowledge about using Red Hat OpenShift for developing and deploying AI/ML applications. This course helps students build core skills for using Red Hat OpenShift AI to train, develop and deploy machine learning models through hands-on experience.

This course is based on Red Hat OpenShift ® 4.14, and Red Hat OpenShift AI 2.8.

Note: This course is offered as a 3 day in person class, a 4 day virtual class or is self-paced. Durations may vary based on the delivery. For full course details, scheduling, and pricing, select your location then “get started” on the right hand menu.

 

Course Content Summary

- Introduction to Red Hat OpenShift AI

- Data Science Projects

- Jupyter Notebooks

- Installing Red Hat OpenShift AI

- Managing Users and Resources

- Custom Notebook Images

- Introduction to Machine Learning

- Training Models

- Enhancing Model Training with RHOAI

- Introduction to Model Serving

- Model Serving  in Red Hat OpenShift AI

- Introduction to Workflow Automation

- Elyra Pipelines

- KubeFlow Pipelines

Virtual Learning

This interactive training can be taken from any location, your office or home and is delivered by a trainer. This training does not have any delegates in the class with the instructor, since all delegates are virtually connected. Virtual delegates do not travel to this course, Global Knowledge will send you all the information needed before the start of the course and you can test the logins.

 

Red Hat Learning Subscription COURSE:

Starting January 1, 2026, Red Hat introduces RHLS‑Course, a flexible subscription model replacing the previous direct virtual class enrollment from Global Knowledge.

If you are targeting a virtual class, you shall purchase this item, you will then receive an RHLS subscription at course level, giving you the freedom to choose the schedule that works best and self‑enroll in your selected virtual class.

Your RHLS‑course subscription includes:

  • One live, instructor‑led virtual session
  • 12 months of self‑paced learning access
  • One certification exam with a free retake

Public Classroom‑based sessions and Closed Course options remain unchanged.

Delivery Format

  • Company Event

    Event at company

  • Public Classroom

    Traditional Classroom Learning

  • Virtual Learning

    Learning that is virtual

4 courses found

    • Delivery Format: Virtual Learning
    • Date 16-18 November, 2026 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe Standard Time)
    • Language: English
    Request Space
    • Delivery Format: Virtual Learning
    • Date 16-18 November, 2026 | 9:00 AM to 5:00 PM
    • Location: Virtual (W. Europe Standard Time)
    • Language: French
    Request Space
    • Delivery Format: Virtual Learning
    • Date 30 November-02 December, 2026 | 10:00 AM to 6:00 PM
    • Location: Virtual (W. Europe Standard Time)
    • Language: English
    Request Space
    • Delivery Format: Virtual Learning
    • Date 30 November-02 December, 2026 | 10:00 AM to 6:00 PM
    • Location: Virtual (W. Europe Standard Time)
    • Language: English
    Request Space

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