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AWS Certified AI Practitioner AWS Certified AI Practitioner Exam

AWS Certified AI Practitioner Exam

Last Update Apr 25, 2025
Total Questions : 97

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Questions 2

A company needs to build its own large language model (LLM) based on only the company's private data. The company is concerned about the environmental effect of the training process.

Which Amazon EC2 instance type has the LEAST environmental effect when training LLMs?

Options:

A.  

Amazon EC2 C series

B.  

Amazon EC2 G series

C.  

Amazon EC2 P series

D.  

Amazon EC2 Trn series

Discussion 0
Questions 3

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:

A.  

On-Demand

B.  

Model customization

C.  

Provisioned Throughput

D.  

Spot Instance

Discussion 0
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Questions 4

A company deployed an AI/ML solution to help customer service agents respond to frequently asked questions. The questions can change over time. The company wants to give customer service agents the ability to ask questions and receive automatically generated answers to common customer questions. Which strategy will meet these requirements MOST cost-effectively?

Options:

A.  

Fine-tune the model regularly.

B.  

Train the model by using context data.

C.  

Pre-train and benchmark the model by using context data.

D.  

Use Retrieval Augmented Generation (RAG) with prompt engineering techniques.

Discussion 0
Questions 5

A company wants to assess the costs that are associated with using a large language model (LLM) to generate inferences. The company wants to use Amazon Bedrock to build generative AI applications.

Which factor will drive the inference costs?

Options:

A.  

Number of tokens consumed

B.  

Temperature value

C.  

Amount of data used to train the LLM

D.  

Total training time

Discussion 0

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