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AWS Certified AI Practitioner AWS Certified AI Practitioner Exam

AWS Certified AI Practitioner Exam

Last Update Nov 20, 2025
Total Questions : 274

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Questions 2

A company is using few-shot prompting on a base model that is hosted on Amazon Bedrock. The model currently uses 10 examples in the prompt. The model is invoked once daily and is performing well. The company wants to lower the monthly cost.

Which solution will meet these requirements?

Options:

A.  

Customize the model by using fine-tuning.

B.  

Decrease the number of tokens in the prompt.

C.  

Increase the number of tokens in the prompt.

D.  

Use Provisioned Throughput.

Discussion 0
Questions 3

A company is using domain-specific models. The company wants to avoid creating new models from the beginning. The company instead wants to adapt pre-trained models to create models for new, related tasks.

Which ML strategy meets these requirements?

Options:

A.  

Increase the number of epochs.

B.  

Use transfer learning.

C.  

Decrease the number of epochs.

D.  

Use unsupervised learning.

Discussion 0
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Questions 4

A manufacturing company uses AI to inspect products and find any damages or defects.

Which type of AI application is the company using?

Options:

A.  

Recommendation system

B.  

Natural language processing (NLP)

C.  

Computer vision

D.  

Image processing

Discussion 0
Questions 5

A company deployed a model to production. After 4 months, the model inference quality degraded. The company wants to receive a notification if the model inference quality degrades. The company also wants to ensure that the problem does not happen again.

Which solution will meet these requirements?

Options:

A.  

Retrain the model. Monitor model drift by using Amazon SageMaker Clarify.

B.  

Retrain the model. Monitor model drift by using Amazon SageMaker Model Monitor.

C.  

Build a new model. Monitor model drift by using Amazon SageMaker Feature Store.

D.  

Build a new model. Monitor model drift by using Amazon SageMaker JumpStart.

Discussion 0
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