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Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 All Questions

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Exam AWS Certified Machine Learning Engineer - Associate MLA-C01 topic 1 question 107 discussion

Exam question from Amazon's AWS Certified Machine Learning Engineer - Associate MLA-C01
Question #: 107
Topic #: 1
[All AWS Certified Machine Learning Engineer - Associate MLA-C01 Questions]

A company needs to extract entities from a PDF document to build a classifier model.

Which solution will extract and store the entities in the LEAST amount of time?

  • A. Use Amazon Comprehend to extract the entities. Store the output in Amazon S3.
  • B. Use an open source AI optical character recognition (OCR) tool on Amazon SageMaker to extract the entities. Store the output in Amazon S3.
  • C. Use Amazon Textract to extract the entities. Use Amazon Comprehend to convert the entities to text. Store the output in Amazon S3.
  • D. Use Amazon Textract integrated with Amazon Augmented AI (Amazon A2I) to extract the entities. Store the output in Amazon S3.
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Suggested Answer: C 🗳️
by chris_spencer at March 11, 2025, 3:31 p.m.
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chris_spencer
1 week, 1 day ago
Selected Answer: C
Agree with C. Normally Amazon Comprehend is sufficient if the pdf contains only text. Since the question does not mention the exact contents of the pdf files. It would be safer to use Amazon Textract to extract the text, then Amazon Comprehend do the entity extraction.
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