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

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

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

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.

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

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

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

It's A 100%

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

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

A - confirmed by ACG

I agree that the answer is A

answer is a

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

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 :)

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.

A because Comprehend can provide sentiment analysis

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