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Exam AWS Certified Machine Learning - Specialty All Questions

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Exam AWS Certified Machine Learning - Specialty topic 1 question 355 discussion

Exam question from Amazon's AWS Certified Machine Learning - Specialty
Question #: 355
Topic #: 1
[All AWS Certified Machine Learning - Specialty Questions]

A company distributes an online multiple-choice survey to several thousand people. Respondents to the survey can select multiple options for each question.

A machine learning (ML) engineer needs to comprehensively represent every response from all respondents in a dataset. The ML engineer will use the dataset to train a logistic regression model.

Which solution will meet these requirements?

  • A. Perform one-hot encoding on every possible option for each question of the survey.
  • B. Perform binning on all the answers each respondent selected for each question.
  • C. Use Amazon Mechanical Turk to create categorical labels for each set of possible responses.
  • D. Use Amazon Textract to create numeric features for each set of possible responses.
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Suggested Answer: A 🗳️
by GS_77 at Sept. 7, 2024, 1:59 p.m.
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GS_77
1 week, 6 days ago
Selected Answer: A
One-hot encoding
upvoted 1 times
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