AWS Certified Machine Learning – Specialty — Question 3

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?

Answer options

• 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

Correct answer: A

Explanation

The correct answer is A because Amazon Transcribe converts the Spanish audio to text, Amazon Translate then translates that text into English, and Amazon Comprehend performs sentiment analysis on the translated text. Options B, C, and D include components that are either unnecessary for the analysis or do not provide the required translation service, making them less efficient for this specific task.