Google Cloud Digital LeaderData and AI with Google CloudEasy
A global e-commerce company wants to analyze customer reviews to understand product sentiment and identify emerging trends. They need a service that can process large volumes of unstructured text data, extract entities, and determine the emotional tone of the reviews. Which Google Cloud service should they use?
- ACloud Vision AI
- BCloud Speech-to-Text API
- CCloud Translation API
- DCloud Natural Language API
Show answer & explanationAnswer & explanation
Correct answer: D. Cloud Natural Language API
The Cloud Natural Language API is specifically designed for analyzing text, extracting entities, performing sentiment analysis, and understanding text structure.
Why the other options are wrong
- A. Cloud Vision AI is used for image analysis, not text analysis.
- B. Cloud Speech-to-Text API converts audio to text, which is not the primary requirement here.
- C. Cloud Translation API is used for translating text between languages, not for sentiment or entity analysis.
Cloud Natural Language API
A Google Cloud service that uses machine learning to reveal the structure and meaning of text. It can extract information about people, places, and events, and understand sentiment.
- Analyzes unstructured text
- Performs sentiment analysis
- Extracts entities (people, places, events)
- Classifies content
Memory trick: Natural Language is the key to understanding text's hidden story.