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.

Show Suggested Answer

Suggested Answer: A 🗳️

by GS_77 at Sept. 7, 2024, 1:59 p.m.

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MultiCloudIronMan

8 months, 4 weeks ago

Selected Answer: A

A. Perform one-hot encoding on every possible option for each question of the survey.

upvoted 1 times

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GS_77

9 months, 2 weeks ago

Selected Answer: A

One-hot encoding

upvoted 1 times

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