Exam AWS Certified Machine Learning - Specialty All Questions

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Exam AWS Certified Machine Learning - Specialty topic 1 question 17 discussion

Exam question from Amazon's AWS Certified Machine Learning - Specialty

Question #: 17
Topic #: 1

[All AWS Certified Machine Learning - Specialty Questions]

An employee found a video clip with audio on a company's social media feed. The language used in the video is Spanish. English is the employee's first language, and they do not understand Spanish. The employee wants to do a sentiment analysis.
What combination of services is the MOST efficient to accomplish the task?

A. Amazon Transcribe, Amazon Translate, and Amazon Comprehend
B. Amazon Transcribe, Amazon Comprehend, and Amazon SageMaker seq2seq
C. Amazon Transcribe, Amazon Translate, and Amazon SageMaker Neural Topic Model (NTM)
D. Amazon Transcribe, Amazon Translate and Amazon SageMaker BlazingText

Show Suggested Answer

Suggested Answer: A 🗳️

by DonaldCMLIN at Nov. 16, 2019, 3:24 a.m.

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DonaldCMLIN

Highly Voted 3 years, 9 months ago

the MOST efficient means to you don't need to coding, building infra All of sevices are manage by AWS is good, Transcribe, Amazon Translate, and Amazon Comprehend Answer is A

upvoted 44 times

WWODIN

3 years, 9 months ago

Agree, Answer is A

upvoted 9 times

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Pg690

Highly Voted 2 years, 7 months ago

A is not 100% correct. You don't need to translate Spanish. Amazon Comprehend supports Spanish.

upvoted 8 times

cpal012

2 years, 3 months ago

Arguably, you still need a translation since the person doesn't speak Spanish.

upvoted 2 times

tonton3

2 years ago

I think there is no need to use Amazon translate because sometimes the translation is not accurate. It means some information gets lost.

upvoted 1 times

kaike_reis

1 year, 11 months ago

Given the question, I believe that is necessary: look at the enphase of not understanding spanish. besides that, even with some information lost, you will at least understand something.

upvoted 1 times

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JonSno

Most Recent 4 months, 4 weeks ago

Selected Answer: A

A. Amazon Transcribe, Amazon Translate, and Amazon Comprehend Explanation of the Process: Amazon Transcribe – Converts the Spanish audio in the video into text. Amazon Translate – Translates the Spanish text to English. Amazon Comprehend – Performs sentiment analysis on the translated English text.

upvoted 3 times

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ADVIT

9 months, 3 weeks ago

It's A: 1.Amazon Transcribe - to convert Spanish speech to Spanish text. 2.Amazon Translate - to translate Spanish text to English text 3.Amazon Comprehend - to analyze text for sentiments

upvoted 2 times

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loict

9 months, 3 weeks ago

Selected Answer: A

A. YES - Comprehend is supervised so user must understand through Translate B. NO - seq2seq is for generation and not classification C. NO - Amazon SageMaker Neural Topic Model is unsupervised topic extraction, will not give sentiment against user-defined classes D. NO - BlazingText is word2vec, does not give sentiment classes

upvoted 1 times

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Mickey321

9 months, 3 weeks ago

Selected Answer: A

It's A: 1.Amazon Transcribe - to convert Spanish speech to Spanish text. 2.Amazon Translate - to translate Spanish text to English text 3.Amazon Comprehend - to analyze text for sentiments

upvoted 2 times

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DavidRou

1 year, 11 months ago

It's A 100%

upvoted 1 times

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CKS1210

2 years ago

Transcribe: Speech to text Translate: Any language to any language Comprehend: offers a range of capabilities for extracting insights and meaning from unstructured text data. Ex: Sentiment analysis, entity recognition, KeyPhrase Extraction, Language Detection, Document Classification

upvoted 1 times

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soonmo

2 years, 1 month ago

absolutely need STT(transcribe), translation(translate), and sentimental analysis(comprehend)

upvoted 1 times

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gnolam

2 years, 10 months ago

Selected Answer: A

A - confirmed by ACG

upvoted 2 times

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KM226

3 years, 6 months ago

Selected Answer: A

I agree that the answer is A

upvoted 1 times

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in4976

3 years, 7 months ago

Selected Answer: A

answer is a

upvoted 1 times

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Dr_Kiko

3 years, 8 months ago

A; D is wrong because The Amazon SageMaker BlazingText algorithm provides highly optimized implementations of the Word2vec and text classification algorithms.

upvoted 1 times

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harmanbirstudy

3 years, 8 months ago

The Question/Anwser is not poorly as someone mentioned. --Even though Comprehend can do the analysis directly on Spanish (no need of translate) but if comprehend does analysis and the resulting words are still in spanish , it will no help the employee as he doesnt know Spanish.So the transalate after transcribe will help Employee understand what is being analyzed by Comprehend in next step. So read the question carefully before jumping to conclusions. it will save you an Exam :)

upvoted 1 times

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senseikimoji

3 years, 8 months ago

I don't get this question. Comprehend supports Spanish natively. There is no need for Translate, and translate would actually reduce effectiveness of sentimental analysis. However, BCD are all invalid choices.

upvoted 3 times

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ybad

3 years, 8 months ago

A because Comprehend can provide sentiment analysis

upvoted 2 times

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FastTrack

3 years, 8 months ago

A, https://aws.amazon.com/getting-started/hands-on/analyze-sentiment-comprehend/

upvoted 4 times

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