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A retailer has historical orders labeled as returned or kept. It wants to predict whether a new order will be returned.
Which approach will meet these requirements?
Answer it and read the explanation →About the AIF-C01 exam
- Length
- 90 minutes
- Questions
- 65 questions (50 scored, 15 unscored)
- Passing score
- 700 on a 100 to 1,000 scale
- Price
- $100 USD
- Question types
- Multiple choice, multiple response, ordering, matching
- Where you take it
- Pearson VUE test center or online proctored
- Valid for
- 3 years
- Languages
- English and 11 other languages
Checked against the provider's certification page and exam guide on 2026-09-15. Providers change fees and formats; confirm before you book. Register for the official exam ↗
What the exam covers
90 minutes, 65 questions. AWS uses scaled scoring with a minimum passing score of 700.
- Fundamentals of AI and ML20%
- Fundamentals of Generative AI24%
- Applications of Foundation Models28%
- Guidelines for Responsible AI14%
- Security, Compliance, and Governance for AI Solutions14%
Weights are from the provider's published exam guide.
Who this is for. Cloud practitioners, business analysts, and developers starting with AI on AWS.
How to study. Start with the business problem. Practice choosing between prediction, generation, retrieval, and a deterministic rule before choosing an AWS service.
Our bank has 65 questions and uses single-answer multiple choice. Official exams may use additional formats. This is an independent practice set.
All 65 practice questions
Open a question to try it and read the reasoning. Related questions may also appear in other relevant tracks.
Fundamentals of AI and ML 13
- Which approach will meet these requirements?easy
- Which ML approach will meet these requirements?medium
- Which action should the team take?medium
- Which approach will meet these requirements?medium
- What are its precision and recall?medium
- Which Amazon SageMaker AI inference option will meet these requirements?medium
- Which metric should the company use to compare candidate models on this dataset?medium
- Which Amazon SageMaker AI option will meet these requirements?medium
- Which solution will address the root cause with the LEAST operational overhead?hard
- Which solution will meet these requirements?medium
- Which action should the team take?medium
- Which Amazon SageMaker Canvas model type should the company use?easy
- Which AWS service will meet both requirements?easy
Fundamentals of Generative AI 16
- What is the main risk of relying on the model alone?medium
- Which approach will meet this requirement?easy
- Which approach will meet these requirements?medium
- Which inference parameter change will meet this requirement?medium
- Which Amazon Bedrock AgentCore service will meet these requirements?hard
- Which invocation method will meet these requirements at the lowest cost?medium
- Which embedding choice will meet these requirements?hard
- Which solution will meet these requirements?medium
- Which solution will meet these requirements?medium
- What does the chunking step during ingestion accomplish?easy
- Which solution will meet these requirements?medium
- Which AWS capability will meet these requirements?medium
- Which Amazon Nova model will meet this requirement?easy
- Which change will most directly reduce the on-demand charges?medium
- Which approach will reduce both the latency and the input cost of the follow-up questions?medium
- Which purchase option will meet the pilot's requirements at the lowest total cost?hard
Applications of Foundation Models 18
- Which approach will meet these requirements?medium
- Which solution will meet these requirements?medium
- Which evaluation dataset will meet these requirements?medium
- Which approach will meet these requirements?medium
- Which AWS service will meet these requirements?medium
- Which solution will meet these requirements with the LEAST operational overhead?medium
- Which approach will meet these requirements?medium
- Which solution will meet these requirements?medium
- Which capability will meet these requirements?easy
- Which change to the prompt text is MOST likely to improve the answers?easy
- Which approach will meet these requirements?medium
- Which approach will meet these requirements?medium
- What should the company change?hard
- Which Amazon Bedrock feature will meet the company's requirements?easy
- Which evaluation will isolate the retrieval problem?medium
- Which Amazon Bedrock customization method will meet these requirements?medium
- Which vector store will meet these requirements at the lowest cost?hard
- Which inference parameter will resolve this?easy
Guidelines for Responsible AI 9
- Which approach will meet this requirement?medium
- Which AWS service will meet these requirements?medium
- Which analysis will confirm this difference?medium
- Which Amazon SageMaker capability will meet this requirement?medium
- Which Amazon Bedrock Guardrails setting will produce this behavior?medium
- Which solution will meet these requirements?medium
- Which check will answer this question at this stage?medium
- Which Amazon Bedrock capability will meet this requirement?medium
- Which guardrail configuration will meet this requirement?medium
Security, Compliance, and Governance for AI Solutions 9
- Which change follows the principle of least privilege?medium
- Which AWS service will meet this requirement?medium
- Which credential design should the team use?medium
- Which solution will meet these requirements?medium
- Which change will most reliably stop this?medium
- Which AWS service will meet this requirement?easy
- Which Amazon Bedrock Guardrails policy will meet these requirements?medium
- What must the company do to meet this requirement?medium
- Which AWS service will meet this requirement?medium
Common questions
What can I practice for AWS Certified AI Practitioner?
65 independent single-answer practice questions covering selected topics: Fundamentals of AI and ML, Fundamentals of Generative AI, Applications of Foundation Models, Guidelines for Responsible AI, Security, Compliance, and Governance for AI Solutions. Each includes an explanation and source link.
Is this an official certification or exam dump?
No. AI CertArena writes independent practice scenarios. We are not affiliated with or endorsed by the exam providers, and we do not publish live exam questions.
Does my practice score predict an exam pass?
No. Your score is the percentage correct in this practice set, including skipped questions. Our 80% practice goal is a study target, not an official cut score or calibrated pass prediction.
How should I use this practice bank?
Try a short set, review the explanation for every miss, and repeat those questions later. Use the official exam guide to check topics that this starter bank does not yet cover.
Can I save and share my progress?
Sign in with Google to keep completed attempts and topic evaluations across devices. You can sign in after finishing a set and it still counts. You can also choose to publish a saved practice result and download an image to share. A practice badge is not a vendor credential.