AWS Certified AI Practitioner
People who use, explain or support AI solutions and want foundational knowledge of AI, ML, generative AI and AWS AI services.
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Learning paths
Learn the systems behind production data and AI.
Original, practical paths that connect cloud services to engineering decisions, hands-on milestones and primary-source learning material.
Roadmap library
Choose a destination, then follow the path.
Every roadmap has a visual overview, an ordered curriculum and clickable topics with primary learning resources. More cloud, data and AI paths will be added here.
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Compare all AWS AI certifications
See all three paths together and compare their audiences, learning outcomes and certification focus.
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Modern Data Engineer
A vendor-neutral path through modelling, pipelines, orchestration, data quality, governance and platform operations.