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Amazon AWS Certified AI Practitioner Exam Sample Questions (Q30-Q35):
NEW QUESTION # 30
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. Summarize the response text depending on the age of the user so that younger users receive shorter responses.
- C. Add a role description to the prompt context that instructs the model of the age range that the response should target.
- D. Use chain-of-thought reasoning to deduce the correct style and complexity for a response suitable for that user.
Answer: C
NEW QUESTION # 31
An AI practitioner has built a deep learning model to classify the types of materials in images. The AI practitioner now wants to measure the model performance.
Which metric will help the AI practitioner evaluate the performance of the model?
- A. Correlation matrix
- B. R2 score
- C. Mean squared error (MSE)
- D. Confusion matrix
Answer: D
NEW QUESTION # 32
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 P series
- B. Amazon EC2 Trn series
- C. Amazon EC2 C series
- D. Amazon EC2 G series
Answer: B
NEW QUESTION # 33
A company is building a large language model (LLM) question answering chatbot. The company wants to decrease the number of actions call center employees need to take to respond to customer questions.
Which business objective should the company use to evaluate the effect of the LLM chatbot?
- A. Regulatory compliance
- B. Corporate social responsibility
- C. Average call duration
- D. Website engagement rate
Answer: C
NEW QUESTION # 34
A medical company is customizing a foundation model (FM) for diagnostic purposes. The company needs the model to be transparent and explainable to meet regulatory requirements.
Which solution will meet these requirements?
- A. Encrypt and secure training data by using Amazon Macie.
- B. Gather more data. Use Amazon Rekognition to add custom labels to the data.
- C. Generate simple metrics, reports, and examples by using Amazon SageMaker Clarify.
- D. Configure the security and compliance by using Amazon Inspector.
Answer: C
NEW QUESTION # 35
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