Expert Answers to Amazon Web Services Exam AIF-C01 Questions

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AWS Certified AI Practitioner AWS Certified AI Practitioner Exam

AWS Certified AI Practitioner Exam

Last Update Dec 11, 2025
Total Questions : 289

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Questions 2

A company is building a large language model (LLM) question answering chatbot. The company wants to decrease the number of actions call center employees need to take to respond to customer questions.

Which business objective should the company use to evaluate the effect of the LLM chatbot?

Options:

Website engagement rate

Average call duration

Corporate social responsibility

Regulatory compliance

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Questions 3

A financial institution is using Amazon Bedrock to develop an AI application. The application is hosted in a VPC. To meet regulatory compliance standards, the VPC is not allowed access to any internet traffic.

Which AWS service or feature will meet these requirements?

Options:

AWS PrivateLink

Amazon Macie

Amazon CloudFront

Internet gateway

Discussion 0

Questions 4

A company is creating a model to label credit card transactions. The company has a large volume of sample transaction data to train the model. Most of the transaction data is unlabeled. The data does not contain confidential information. The company needs to obtain labeled sample data to fine-tune the model.

Options:

Run batch inference jobs on the unlabeled data

Run an Amazon SageMaker AI training job that uses the PyTorch Distributed library to label data

Use an Amazon SageMaker Ground Truth labeling job with Amazon Mechanical Turk workers

Use an optical character recognition model trained on labeled samples to label unlabeled samples

Run an Amazon SageMaker AI labeling job

Discussion 0

Questions 5

What does an F1 score measure in the context of foundation model (FM) performance?

Options:

Model precision and recall.

Model speed in generating responses.