AWS Certified AI Practitioner Questions and Answers
200 questions organized by topic with detailed explanations
AWS
AIF-C01
200 questions
5 topics
Updated May 2026Fundamentals of AI and ML
42 questions12 easy21 medium9 hard~20% of exam
A claims team wants a system that learns patterns from past claim outcomes instead of relying only on fixed rules. Which...A retailer wants to group customers into segments based on similar shopping behavior, but it does not have predefined la...A product team wants to identify sentiment and extract insights from large volumes of customer reviews. Which AWS servic...
Fundamentals of GenAI
48 questions13 easy23 medium12 hard~24% of exam
An internal GenAI assistant was launched to help employees complete repetitive tasks faster. Which metric is the best ch...A chatbot confidently answers a question with fabricated facts that are not supported by any source. What is this disadv...A startup wants to launch a GenAI proof of concept quickly without managing infrastructure. Which advantage of AWS manag...
Applications of Foundation Models
52 questions10 easy28 medium14 hard~28% of exam
Guidelines for Responsible AI
30 questions8 easy15 medium7 hard~14% of exam
Which responsible AI characteristic is most directly concerned with avoiding systematic disadvantage to certain demograp...A company wants to block harmful content and redact personally identifiable information in a GenAI application across di...A hiring model performs well overall but shows worse outcomes for one demographic group. Which action best aligns with r...
Security, Compliance, and Governance for AI Solutions
28 questions7 easy14 medium7 hard~14% of exam
A compliance manager wants automated evidence collection to continually assess AWS usage against controls. Which AWS ser...An operations team needs to continually record configuration changes for AWS resources and evaluate them against desired...A security team wants to discover sensitive data in Amazon S3 and gain visibility into data security risks at scale. Whi...
All Questions
| # | Question | Topic | Difficulty |
|---|---|---|---|
| 1 | Which inference parameter is commonly adjusted to make model responses more or less varied? | Applications of Foundation Models | easy |
| 2 | A claims team wants a system that learns patterns from past claim outcomes instead of relying only o... | Fundamentals of AI and ML | easy |
| 3 | What does Retrieval-Augmented Generation do? | Applications of Foundation Models | easy |
| 4 | An internal GenAI assistant was launched to help employees complete repetitive tasks faster. Which m... | Fundamentals of GenAI | hard |
| 5 | A chatbot confidently answers a question with fabricated facts that are not supported by any source.... | Fundamentals of GenAI | easy |
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