Free practice testAIF-C01

Free AWS Certified AI Practitioner practice test

10 original AI Practitioner questions, playable right now. No account, no card, no email gate. Every answer opens the full explanation: the concept, why the right option is right, and why each wrong option is wrong, cited to the authoritative documentation behind it.

Sample question 1 of 10

Inference parametersApplications of Foundation ModelsHard

A model assigns these next-token probabilities:

{
    "horses": 0.7,
    "zebras": 0.2,
    "unicorns": 0.1
}

The request sets Top P to 0.7. Which tokens stay in the candidate pool?

Sample question 2 of 10

Amazon Q DeveloperFundamentals of Generative AIModerate

A student without an AWS account wants to use Amazon Q in Visual Studio Code for free. What sign-in does the docs say this requires?

Sample question 3 of 10

Learning paradigmsFundamentals of AI and MLModerate

A retailer wants to group customers into high, medium, and low spenders from transaction histories with no predefined labels. Which problem type is this?

Sample question 4 of 10

Data protection for AI workloadsSecurity, Compliance, and Governance for AI SolutionsModerate

An operator names a Bedrock resource after a customer's email address. Why does AWS warn against this?

Sample question 5 of 10

Model cards and transparencyGuidelines for Responsible AIModerate

A governance team wants each model's intended use, risk rating, training details, and evaluation results documented in one place. Which SageMaker feature does this?

Sample question 6 of 10

Model customizationApplications of Foundation ModelsHard

An app needs near flagship-model quality at lower cost and latency, so the team wants a smaller model taught by a larger one. Which method does Bedrock offer?

Sample question 7 of 10

Bedrock fundamentalsFundamentals of Generative AIModerate

A startup wants one managed service giving access to foundation models from several leading AI companies, with no model infrastructure to run. Which AWS service fits?

Sample question 8 of 10

Language AI servicesFundamentals of AI and MLHard

Product reviews praise one feature and criticize another in the same text. The team needs sentiment tied to each mentioned feature, not one score per review. Which insight applies?

Sample question 9 of 10

Model invocation access controlSecurity, Compliance, and Governance for AI SolutionsHard

A chat app streams tokens to users as they generate. Beyond bedrock:InvokeModel, which action must its role carry?

Sample question 10 of 10

Guardrails operationsGuidelines for Responsible AIEasy

A product owner asks what end users see when a guardrail blocks their input. What can the team configure?

Full AI Practitioner question bank coming

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What this test covers

These 10 questions are drawn across the published exam blueprint rather than from one chapter: this set touches Applications of Foundation Models, Fundamentals of Generative AI, Fundamentals of AI and ML, Security, Compliance, and Governance for AI Solutions, Guidelines for Responsible AI. Every question is original, written from the official objectives, and verified against a cited vendor page before it serves. None are recalled exam content, which is why the explanations can cite their sources.

A ten-question sample tells you where you stand, not whether you are ready. The full experience is numbered practice exams: 65 questions apportioned to the official domain weightings, sat under the real 90-minute clock and scored against the published cut score.

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