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Amazon AWS Certified AI Practitioner Exam Sample Questions (Q53-Q58):

NEW QUESTION # 53
A company has built an image classification model to predict plant diseases from photos of plant leaves. The company wants to evaluate how many images the model classified correctly.
Which evaluation metric should the company use to measure the model's performance?

A. Accuracy
B. Learning rate
C. Root mean squared error (RMSE)
D. R-squared score

Answer: A

NEW QUESTION # 54
A company wants to use language models to create an application for inference on edge devices.
The inference must have the lowest latency possible.
Which solution will meet these requirements?

A. Deploy optimized large language models (LLMs) on edge devices.
B. Incorporate a centralized large language model (LLM) API for asynchronous communication with edge devices.
C. Incorporate a centralized small language model (SLM) API for asynchronous communication with edge devices.
D. Deploy optimized small language models (SLMs) on edge devices.

Answer: D

NEW QUESTION # 55
Which metric measures the runtime efficiency of operating AI models?

A. Training time for each epoch
B. Number of training instances
C. Average response time
D. Customer satisfaction score (CSAT)

Answer: C

NEW QUESTION # 56
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

Answer: A

NEW QUESTION # 57
A company wants to use a large language model (LLM) on Amazon Bedrock for sentiment analysis. The company needs the LLM to produce more consistent responses to the same input prompt.
Which adjustment to an inference parameter should the company make to meet these requirements?

A. Increase the maximum generation length
B. Increase the temperature value
C. Decrease the length of output tokens
D. Decrease the temperature value

Answer: D

NEW QUESTION # 58
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AWS Certified AI Practitioner Exam Updated Study Material & AI1-C01 Online Test Simulator & AWS Certified AI Practitioner Exam Valid Exam Answers

2025 Passing AI1-C01 Score Feedback | Authoritative 100% Free Free AI1-C01 Test Questions

Amazon AWS Certified AI Practitioner Exam Sample Questions (Q53-Q58):

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