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.
What you will learn
- 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.
What’s included
This course is based on Red Hat OpenShift ® 4.16, and Red Hat OpenShift AI 2.13.The Red Hat Certified Specialist in OpenShift AI Exam (EX267) is included in the offering.