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Developing and Deploying AI/ML Applications on Red Hat OpenShift AI Red Hat Learning Subscription Course
Type
Skill Level
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Learning Path
Virtual
Duration
1 Day
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R42 900,00
Price excluding VAT
Introduction
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® 4.16, and Red Hat OpenShift AI 2.13. The Red Hat Certified Specialist in OpenShift AI Exam (EX267) is included in the offering.
Audience Profile
- Data scientists and AI practitioners who want to use Red Hat OpenShift AI to build and train ML models
- Developers who want to build and integrate AI/ML enabled applications
- Developers, data scientists, and AI practitioners who want to automate their ML workflows
- MLOps engineers responsible for operationalizing the ML lifecycle on Red Hat OpenShift AI
Pre-requisites
- Experience with Git is required
- Experience in Python development is required, or completion of the Python Programming with Red Hat (AD141)course
- Experience in Red Hat OpenShift is required, or completion of the Red Hat OpenShift Developer II: Building and Deploying Cloud-native Applications (DO288)course
- Basic experience in the AI, data science, and machine learning fields is recommended
Course Objectives
As a result of attending this course, you will understand the foundations of the Red Hat OpenShift AI architecture. You will be able to install Red Hat OpenShift AI, manage resource allocations, update components and manage users and their permissions. You will also be able to train, deploy and serve models, including how to use Red Hat OpenShit AI to apply best practices in machine learning and data science. Finally, you will be able to define and set up data science pipelines with Red Hat OpenShift AI.
Red Hat Overview
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