AIF-C01 practice questions 331–340

1. Question 331 · 417 in bank

   A company wants to fine-tune a foundation model (FM) for a specific use case. The company needs to deploy the FM on Amazon Bedrock for internal use. Which solution will meet these requirements?

   • ARun responses that have been generated by a pre-trained FM through Amazon Bedrock Guardrails to create the custom FM.
   • BUse Amazon Personalize to customize the FM with custom data.
   • CUse conversational builder for Amazon Bedrock Agents to create the custom model.
   • DUse Amazon SageMaker AI to customize the FM. Then, import the trained model into Amazon Bedrock.

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   Answer: D

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2. Question 332 · 417 in bank

   A company uses Amazon Bedrock to implement a generative AI solution. The AI solution provides customers with personalized product recommendations. The company wants to evaluate the impact of the AI solution on sales revenue. Which metric will meet these requirements?

   • ACross-domain performance
   • BSolution efficiency
   • CUser satisfaction
   • DConversion rate

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   Answer: D

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3. Question 333 · 417 in bank

   A company is using Amazon SageMaker AI to develop AI/ML solutions. The company must use only approved data for model training. The AI/ML solutions must comply with company policy and ethical guidelines. Which solution will meet these requirements?

   • AAmazon SageMaker Catalog
   • BAmazon SageMaker Clarify
   • CAmazon SageMaker Model Registry
   • DAmazon SageMaker Model Cards

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   Answer: A

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4. Question 334 · 417 in bank

   A company is building a generative AI application to help customers make travel reservations. The application will process customer requests and invoke the appropriate API calls to complete reservation transactions. Which Amazon Bedrock resource will meet these requirements?

   • AAgents
   • BIntelligent prompt routing
   • CKnowledge Bases
   • DGuardrails

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   Answer: A

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5. Question 335 · 417 in bank

   A company uses an open source pre-trained model to analyze user sentiment for a newly released product. Which action must the company perform, according to MLOps best practices?

   • AUse deep learning to perform hyperparameter tuning.
   • BCollect user reviews and label each review as positive or negative.
   • CContinuously monitor outputs in production.
   • DPerform feature engineering on the input dataset.

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   Answer: C

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6. Question 336 · 417 in bank

   A company uses an Amazon Bedrock foundation model (FM) to summarize documents for an internal use case. The company trained a custom model in Amazon Bedrock to improve the quality of the model's summarizations. The company needs a solution to use the customized model on Amazon Bedrock. Which solution will meet this requirement?

   • APurchase Provisioned Throughput for the custom model.
   • BDeploy the custom model in an Amazon SageMaker AI endpoint for real-time inference.
   • CRegister the model with the Amazon SageMaker Model Registry.
   • DUpdate the approval status of the model version to Approved.

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   Answer: A

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7. Question 337 · 417 in bank

   A company wants to use large language models (LLMs) to create a chatbot. The chatbot will assist customers with product inquiries, order tracking, and returns. The chatbot must be able to process text inputs and image inputs to generate responses. Which AWS service meets these requirements?

   • AAmazon Bedrock
   • BAmazon Comprehend
   • CAmazon Q
   • DAmazon Rekognition

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   Answer: A

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8. Question 338 · 417 in bank

   A company wants to increase employee productivity by using a generative AI solution to write code to test software applications. Which solution will meet these requirements with the LEAST operational effort?

   • AAmazon Q Business
   • BAmazon Bedrock Agents
   • CAmazon Q Developer
   • DAmazon SageMaker Clarify

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   Answer: C

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9. Question 339 · 417 in bank

   Which AWS service helps select foundation models (FMs) for generative AI use cases?

   • AAmazon Personalize
   • BAmazon Bedrock
   • CAmazon Q Developer
   • DAmazon Rekognition

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   Answer: B

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10. Question 340 · 417 in bank

    Which option is a disadvantage of using generative AI models in production systems?

    • APossible high accuracy and reliability
    • BDeterministic and consistent behavior
    • CNegligible computational resource requirements
    • DHallucinations and inaccuracies

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    Answer: D

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AIF-C01 practice, question 331. 417 questions available.