AWS Certified AI Practitioner
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A hospital wants to generate personalized discharge summaries for patients by analyzing their health records. They want to use foundation models securely without managing infrastructure. Which AWS service best supports this?
Real Exam
Community
JJin
A
Amazon Comprehend Medical
B
Amazon Bedrock
C
Amazon Textract
D
Amazon SageMaker
Explanation:
Explanation:
Amazon Bedrock is the correct choice because:
-
Foundation Model Access: Amazon Bedrock provides access to various foundation models (FMs) from leading AI companies like Anthropic, AI21 Labs, Cohere, and Amazon's own Titan models.
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Serverless Infrastructure: Bedrock is a fully managed service, meaning the hospital doesn't need to manage any infrastructure - no servers to provision, scale, or maintain.
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Security and Privacy: Bedrock offers enterprise-grade security with data encryption, private network connectivity options, and compliance with healthcare regulations.
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Customization: Bedrock allows fine-tuning foundation models with the hospital's specific data while keeping the data secure and private.
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Healthcare Use Case: Generating personalized discharge summaries requires natural language generation capabilities that foundation models excel at, and Bedrock provides the most direct access to these capabilities without infrastructure management.
Why not the others:
- Amazon Comprehend Medical: Specialized for medical text analysis but not for generating personalized summaries using foundation models.
- Amazon Textract: Extracts text from documents but doesn't generate content.
- Amazon SageMaker: Requires infrastructure management and is more focused on building custom ML models rather than accessing pre-trained foundation models.
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