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 Nov 5, 2026
Total Questions : 455

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Questions 2

An AI practitioner trained a custom model on Amazon Bedrock by using a training dataset that contains confidential data. The AI practitioner wants to ensure that the custom model does not generate inference responses based on confidential data.

How should the AI practitioner prevent responses based on confidential data?

Options:

Delete the custom model. Remove the confidential data from the training dataset. Retrain the custom model.

Mask the confidential data in the inference responses by using dynamic data masking.

Encrypt the confidential data in the inference responses by using Amazon SageMaker.

Encrypt the confidential data in the custom model by using AWS Key Management Service (AWS KMS).

Discussion 0

Questions 3

A company needs to classify equipment types from images. The company has text descriptions and sample images for each equipment type.

Which solution will meet these requirements with the LEAST operational overhead?

Options:

Use the existing images to train a new Amazon SageMaker AI model.

Use a multimodal model on Amazon Bedrock to classify the images by providing the text descriptions.

Augment the existing images and fine-tune an existing Amazon SageMaker AI model.

Generate synthetic images by using an Amazon Bedrock model. Train an Amazon SageMaker AI model.

Discussion 0

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Questions 4

An online learning company with large volumes of education materials wants to use enterprise search.

Options:

Amazon Comprehend

Amazon Textract

Amazon Kendra

Amazon Personalize

Discussion 0

Questions 5

A company wants to create an application by using Amazon Bedrock. The company has a limited budget and prefers flexibility without long-term commitment.

Which Amazon Bedrock pricing model meets these requirements?

Options:

On-Demand

Model customization

Provisioned Throughput

Spot Instance

Discussion 0

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2026-10-13