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Amazon Web Services

AWS Certified AI Practitioner

Foundational AWS certification for AI, machine learning, generative AI, responsible AI, and security/governance of AI workloads.

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About this exam

AWS Certified AI Practitioner validates foundational understanding of AI, ML, generative AI, foundation-model applications, responsible AI, and security and governance considerations on AWS.

Who should take this exam

Candidates who work with or around AI and ML solutions on AWS, including technical and non-technical roles that need to understand AI capabilities, risks, and implementation patterns.

Career benefits

Demonstrates baseline AI fluency for cloud, data, product, security, and business roles using AWS AI and generative AI services.

How to prepare

Use the official AWS exam guide, AWS AI and ML documentation, responsible AI guidance, and hands-on practice with AWS AI services and generative AI application patterns.

Quick facts

Exam cost$100 USD
Valid for3 years
Length90 minutes
Questions on exam65
Passing score700 / 1000
FormatMultiple choice and multiple response
Practice questions125
Objectives5
Official pageView

What's covered

1. Fundamentals of AI and ML

20%
  • 1.1 Explain basic AI concepts and terminology
  • 1.2 Identify practical use cases for AI and ML
  • 1.3 Describe the ML development lifecycle

2. Fundamentals of generative AI

24%
  • 2.1 Explain the basic concepts of generative AI
  • 2.2 Understand capabilities and limitations of foundation models
  • 2.3 Identify appropriate generative AI use cases and application patterns

3. Applications of foundation models

28%
  • 3.1 Describe design considerations for applications that use foundation models
  • 3.2 Choose effective prompt engineering techniques
  • 3.3 Describe model selection and customization approaches
  • 3.4 Identify approaches for evaluating foundation-model applications

4. Guidelines for responsible AI

14%
  • 4.1 Explain responsible AI design principles
  • 4.2 Recognize governance, transparency, and safety considerations

5. Security, compliance, and governance for AI solutions

14%
  • 5.1 Identify security and privacy controls for AI workloads
  • 5.2 Describe compliance, governance, and cost controls for AI workloads

Frequently asked questions

Are these real exam questions?

No. These are original practice questions written to match the exam objectives, each with an explanation so you actually learn the material — not exam dumps.

How does practice mode work?

You answer questions one at a time with instant feedback and explanations. Over time the app adapts, prioritizing the objectives and questions you struggle with most.

What is a mock exam?

A timed, full-length simulation that holds feedback until the end, then shows your score, pass/fail result, and a breakdown by objective.

Can I customize how I study?

Yes. Pick the study mode that fits — adaptive practice, hard mode, ready-for-review, objective coverage, or retrying questions you've missed — and set your own question count, timer, and passing score for each session.

Do I need an account?

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Study resources

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