SAA-C03 Q46 · Analytics

Question

A marketing team wants to build a campaign for an upcoming multi-sport event. The team has news reports from the past five years in PDF format. The team needs a solution to extract insights about the content and the sentiment of the news reports. The solution must use Amazon Textract to process the news reports. Which solution will meet these requirements with the LEAST operational overhead?

Accepted Answer

This question has two key requirements: (1) extract insights from PDFs using Amazon Textract, and (2) analyze content and **sentiment** with the LEAST operational overhead.

**Step-by-step how C satisfies both requirements:**

1. **Amazon Textract** extracts text and structured data from PDF documents. This is explicitly required by the question.

2. **Amazon Comprehend** is a fully managed NLP (Natural Language Processing) service that provides:
   - **Sentiment analysis** (positive, negative, neutral, mixed) — directly matches the requirement
   - **Entity recognition** — identifies people, places, events
   - **Key phrase extraction** — extracts meaningful phrases
   - **Language detection**
   - All of these are built-in capabilities requiring **zero ML expertise** and **no model train

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