Status: current.

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  Exam Orientation and Strategy Map the credential, audience, question style, and study plan before drilling details.
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  AI and Data Foundations Review the AI, machine learning, data, and generative AI concepts that appear across the exam.
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  AWS Services and Tool Selection Practice choosing the right provider service, product, workflow, or control for a scenario.
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  Implementation Patterns and Workflows Turn requirements into architecture, automation, prompt, agent, analytics, or MLOps workflows.
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  Security Governance and Responsible AI Apply security, privacy, compliance, and responsible AI controls to exam scenarios.
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  Operations Troubleshooting and Exam Review Consolidate weak areas with operational checks, monitoring concepts, and final exam drills.