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Amazon AWS Certified AI Practitioner Sample Questions:

1. Which feature of Amazon OpenSearch Service gives companies the ability to build vector database applications?

A) Ability to perform real-time analysis on streaming data
B) Integration with Amazon S3 for object storage
C) Support for geospatial indexing and queries
D) Scalable index management and nearest neighbor search capability

2. A company is building a solution to generate images for protective eyewear. The solution must have high accuracy and must minimize the risk of incorrect annotations.
Which solution will meet these requirements?

A) Data summarization by using Amazon QuickSight
B) Human-in-the-loop validation by using Amazon SageMaker Ground Truth Plus
C) Image recognition by using Amazon Rekognition
D) Data augmentation by using an Amazon Bedrock knowledge base

3. A financial institution is using Amazon Bedrock to develop an AI application. The application is hosted in a VPC. To meet regulatory compliance standards, the VPC is not allowed access to any internet traffic.
Which AWS service or feature will meet these requirements?

A) Amazon CloudFront
B) Amazon Macie
C) Internet gateway
D) AWS PrivateLink

4. 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) Configure the security and compliance by using Amazon Inspector.
B) Encrypt and secure training data by using Amazon Macie.
C) Generate simple metrics, reports, and examples by using Amazon SageMaker Clarify.
D) Gather more data. Use Amazon Rekognition to add custom labels to the data.

5. 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 Trn series
B) Amazon EC2 C series
C) Amazon EC2 P series
D) Amazon EC2 G series

Solutions: