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Amazon AWS Certified AI Practitioner Exam Sample Questions (Q28-Q33):

NEW QUESTION # 28
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?

A. Amazon EC2 Trn series
B. Amazon EC2 G series
C. Amazon EC2 C series
D. Amazon EC2 P series

Answer: A

NEW QUESTION # 29
A company manually reviews all submitted resumes in PDF format. As the company grows, the company expects the volume of resumes to exceed the company's review capacity. The company needs an automated system to convert the PDF resumes into plain text format for additional processing.
Which AWS service meets this requirement?

A. Amazon Lex
B. Amazon Transcribe
C. Amazon Personalize
D. Amazon Textract

Answer: D

NEW QUESTION # 30
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?

A. Temperature value
B. Total training time
C. Amount of data used to train the LLM
D. Number of tokens consumed

Answer: D

NEW QUESTION # 31
A company wants to develop a large language model (LLM) application by using Amazon Bedrock and customer data that is uploaded to Amazon S3. The company's security policy states that each team can access data for only the team's own customers.
Which solution will meet these requirements?

A. Create one Amazon Bedrock role that has full Amazon S3 access. Create IAM roles for each team that have access to only each team's customer folders.
B. Redact personal data in Amazon S3. Update the S3 bucket policy to allow team access to customer data.
C. Create an Amazon Bedrock custom service role for each team that has access to only the team's customer data.
D. Create a custom service role that has Amazon S3 access. Ask teams to specify the customer name on each Amazon Bedrock request.

Answer: C

NEW QUESTION # 32
A research company implemented a chatbot by using a foundation model (FM) from Amazon Bedrock. The chatbot searches for answers to questions from a large database of research papers.
After multiple prompt engineering attempts, the company notices that the FM is performing poorly because of the complex scientific terms in the research papers.
How can the company improve the performance of the chatbot?

A. Change the FM inference parameters.
B. Use few-shot prompting to define how the FM can answer the questions.
C. Clean the research paper data to remove complex scientific terms.
D. Use domain adaptation fine-tuning to adapt the FM to complex scientific terms.

Answer: D

NEW QUESTION # 33
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