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Red Hat AI skills path

August 24, 2026•
Resource type: Datasheet
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Validate your AI skills

Red Hat® Training and Certification offers training on Red Hat AI for individuals of all experience levels. This path covers topics including gen AI fundamentals, Granite models, developing and deploying AI/ML applications, and more. Our curriculum helps Red Hat AI users improve their knowledge and develop skills to boost productivity and advance their careers.

Red Hat AI skills path

Begin with these free technical overviews to get introduced to Red Hat AI: 

Then, you can move on to the full skills path. This path is designed for data scientists, AI specialists and practitioners, developers, system administrators, and MLOps engineers:

Consider immersive, team training

  • MLOps Enablement with Red Hat AI Enterprise (AI500) shows you how open source tools fit together in a full MLOps workflow. Simulate real-world machine learning scenarios and gain practical insights into how different roles can work together to deliver AI-driven outcomes.
  • GenAI Ops Enablement with Red Hat AI Enterprise (AI501) shows you how AI tools fit together in a full gen AI Operations (genAIOps) workflow. You will be introduced to genAIOps culture principles and modern practices and experience an AI-enabled application lifecycle end-to-end.

Key benefits of Red Hat Training1

  • 44% more efficient infrastructure teams.
  • 47% higher productivity, development teams.
  • Their certified employees were 80% more likely to be promoted or rehired, supporting the retention of critical talent. 

Red Hat Training is really important to ensure smooth operations and to keep us self-sufficient, rather than relying on third-party consultants or contracts...
Certification is important for maintaining operations of systems and applications, and it gives our engineers the credence and the confidence that they’re at the right level of expertise.1

— Surveyed Red Hat customer

Get started

View the skills assessment to determine the best place for you to begin. 

  1. IDC Business Value White Paper, sponsored by Red Hat. “The Business Value of Red Hat Training and Certification.” Doc #US54623226, June 2026.

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Tags:Artificial intelligence