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Question 161 - DBS-C01 discussion

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A company is running its customer feedback application on Amazon Aurora MySQL. The company runs a report every day to extract customer feedback, and a team reads the feedback to determine if the customer comments are positive or negative. It sometimes takes days before the company can contact unhappy customers and take corrective measures. The company wants to use machine learning to automate this workflow.

Which solution meets this requirement with the LEAST amount of effort?

A.
Export the Aurora MySQL database to Amazon S3 by using AWS Database Migration Service (AWS DMS). Use Amazon Comprehend to run sentiment analysis on the exported files.
Answers
A.
Export the Aurora MySQL database to Amazon S3 by using AWS Database Migration Service (AWS DMS). Use Amazon Comprehend to run sentiment analysis on the exported files.
B.
Export the Aurora MySQL database to Amazon S3 by using AWS Database Migration Service (AWS DMS). Use Amazon SageMaker to run sentiment analysis on the exported files.
Answers
B.
Export the Aurora MySQL database to Amazon S3 by using AWS Database Migration Service (AWS DMS). Use Amazon SageMaker to run sentiment analysis on the exported files.
C.
Set up Aurora native integration with Amazon Comprehend. Use SQL functions to extract sentiment analysis.
Answers
C.
Set up Aurora native integration with Amazon Comprehend. Use SQL functions to extract sentiment analysis.
D.
Set up Aurora native integration with Amazon SageMaker. Use SQL functions to extract sentiment analysis.
Answers
D.
Set up Aurora native integration with Amazon SageMaker. Use SQL functions to extract sentiment analysis.
Suggested answer: C

Explanation:


For details about using Aurora and Amazon Comprehend together, see Using Amazon Comprehend for sentiment detection. Aurora machine learning uses a highly optimized integration between the Aurora database and the AWS machine learning (ML) services SageMaker and Amazon Comprehend.

https://www.stackovercloud.com/2019/11/27/new-for-amazon-aurora-use-machine-learningdirectly-from-your-databases/

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asked 16/09/2024
Johan Wu
27 questions
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