Quiz 2024 AI1-C01: High Pass-Rate AWS Certified AI Practitioner Exam Interactive EBook

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Amazon AWS Certified AI Practitioner Exam Sample Questions (Q59-Q64):

NEW QUESTION # 59
A company wants to use large language models (LLMs) with Amazon Bedrock to develop a chat interface for the company's product manuals. The manuals are stored as PDF files.
Which solution meets these requirements MOST cost-effectively?

A. Upload PDF documents to an Amazon Bedrock knowledge base. Use the knowledge base to provide context when users submit prompts to Amazon Bedrock.
B. Use all the PDF documents to fine-tune a model with Amazon Bedrock. Use the fine-tuned model to process user prompts.
C. Use prompt engineering to add one PDF file as context to the user prompt when the prompt is submitted to Amazon Bedrock.
D. Use prompt engineering to add all the PDF files as context to the user prompt when the prompt is submitted to Amazon Bedrock.

Answer: A

NEW QUESTION # 60
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. Retrieval Augmented Generation (RAG)
B. Model monitoring for class distribution
C. Watermark detection for images
D. Data augmentation for imbalanced classes

Answer: D

NEW QUESTION # 61
A company is building an ML model to analyze archived data. The company must perform inference on large datasets that are multiple GBs in size. The company does not need to access the model predictions immediately.
Which Amazon SageMaker inference option will meet these requirements?

A. Batch transform
B. Asynchronous inference
C. Serverless inference
D. Real-time inference

Answer: A

Explanation:
I'll continue with more questions shortly. Stay tuned!

NEW QUESTION # 62
A company wants to create an application by using Amazon Bedrock. The company has a limited budget and prefers flexibility without long-term commitment.
Which Amazon Bedrock pricing model meets these requirements?

A. Spot Instance
B. Provisioned Throughput
C. Model customization
D. On-Demand

Answer: D

NEW QUESTION # 63
A company has installed a security camera. The company uses an ML model to evaluate the security camera footage for potential thefts. The company has discovered that the model disproportionately flags people who are members of a specific ethnic group.
Which type of bias is affecting the model output?

A. Confirmation bias
B. Sampling bias
C. Measurement bias
D. Observer bias

Answer: B

NEW QUESTION # 64
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