Developing and Deploying AI/ML Applications on Red Hat OpenShift AI with Exam (AI268)

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. 

• Introduction to Red Hat OpenShift AI
• Data Science Projects.
• Jupyter Notebooks
• Red Hat OpenShift AI Installation
• User and Resources Management
• 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 Data Science Pipelines
• Working with Pipelines
• Controlling Pipelines and Experiments.