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Question 859 - SAA-C03 discussion

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A marketing team wants to build a campaign for an upcoming multi-sport event. The team has news reports from the past five years in PDF format. The team needs a solution to extract insights about the content and the sentiment of the news reports. The solution must use Amazon Textract to process the news reports.

Which solution will meet these requirements with the LEAST operational overhead?

A.

Provide the extracted insights to Amazon Athena for analysis Store the extracted insights and analysis in an Amazon S3 bucket.

Answers
A.

Provide the extracted insights to Amazon Athena for analysis Store the extracted insights and analysis in an Amazon S3 bucket.

B.

Store the extracted insights in an Amazon DynamoDB table. Use Amazon SageMaker to build a sentiment model.

Answers
B.

Store the extracted insights in an Amazon DynamoDB table. Use Amazon SageMaker to build a sentiment model.

C.

Provide the extracted insights to Amazon Comprehend for analysis. Save the analysis to an Amazon S3 bucket.

Answers
C.

Provide the extracted insights to Amazon Comprehend for analysis. Save the analysis to an Amazon S3 bucket.

D.

Store the extracted insights in an Amazon S3 bucket. Use Amazon QuickSight to visualize and analyze the data.

Answers
D.

Store the extracted insights in an Amazon S3 bucket. Use Amazon QuickSight to visualize and analyze the data.

Suggested answer: C

Explanation:

Amazon Textract can extract text from the PDFs, and Amazon Comprehend is the most suitable service to analyze the extracted text for sentiment and insights. Comprehend offers a fully managed, low-operational overhead solution for analyzing text data. The results can then be stored in an Amazon S3 bucket, ensuring scalability and easy access.

Option A: Athena is for querying structured data and is not suitable for sentiment analysis.

Option B: SageMaker adds complexity and is not necessary when Comprehend can handle sentiment analysis natively.

Option D: QuickSight is used for visualization and analytics, but it does not provide sentiment analysis.

AWS

Reference:

Amazon Comprehend

Amazon Textract

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asked 27/10/2024
Paul Pinero
31 questions
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