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Amazon Web Services AIF-C01 Exam Dumps - Actual Questions Answers

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  • Last Update: Sep 30, 2024
  • Questions: 87 questions with Expert Explanation
  • Single Choice: 83 Q&A's
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AIF-C01 Questions and Answers

Question # 1

An AI practitioner is building a model to generate images of humans in various professions. The AI practitioner discovered that the input data is biased and that specific attributes affect the image generation and create bias in the model.

Which technique will solve the problem?

A.

Data augmentation for imbalanced classes

B.

Model monitoring for class distribution

C.

Retrieval Augmented Generation (RAG)

D.

Watermark detection for images

Question # 2

A loan company is building a generative AI-based solution to offer new applicants discounts based on specific business criteria. The company wants to build and use an AI model responsibly to minimize bias that could negatively affect some customers.

Which actions should the company take to meet these requirements? (Select TWO.)

A.

Detect imbalances or disparities in the data.

B.

Ensure that the model runs frequently.

C.

Evaluate the model's behavior so that the company can provide transparency to stakeholders.

D.

Use the Recall-Oriented Understudy for Gisting Evaluation (ROUGE) technique to ensure that the model is 100% accurate.

E.

Ensure that the model's inference time is within the accepted limits.

Question # 3

An education provider is building a question and answer application that uses a generative AI model to explain complex concepts. The education provider wants to automatically change the style of the model response depending on who is asking the question. The education provider will give the model the age range of the user who has asked the question.

Which solution meets these requirements with the LEAST implementation effort?

A.

Fine-tune the model by using additional training data that is representative of the various age ranges that the application will support.

B.

Add a role description to the prompt context that instructs the model of the age range that the response should target.

C.

Use chain-of-thought reasoning to deduce the correct style and complexity for a response suitable for that user.

D.

Summarize the response text depending on the age of the user so that younger users receive shorter responses.

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