Google Cloud Digital LeaderData and AI with Google CloudEasy
A retail company wants to analyze customer reviews to understand product sentiment and identify emerging trends. They have a large volume of unstructured text data from various sources like social media, product review sites, and customer support transcripts. Which Google Cloud AI service should they use to extract insights from this text data?
- ACloud Speech-to-Text
- BCloud Natural Language API
- CCloud Translation API
- DCloud Vision AI
Show answer & explanationAnswer & explanation
Correct answer: B. Cloud Natural Language API
Cloud Natural Language API is specifically designed to analyze text, offering features like sentiment analysis, entity extraction, and content categorization, which are crucial for understanding customer reviews and trends.
Why the other options are wrong
- A. Cloud Speech-to-Text converts audio to text, but does not analyze the text content itself.
- C. Cloud Translation API translates text between languages, but doesn't perform sentiment or entity analysis.
- D. Cloud Vision AI is for image analysis, not text.
Cloud Natural Language API
A Google Cloud service that uses machine learning to reveal the structure and meaning of text, providing insights like sentiment analysis, entity recognition, and syntax analysis.
- Analyzes unstructured text data.
- Identifies sentiment (positive, negative, neutral) towards entities.
- Extracts entities (people, places, events, products) and their types.
Memory trick: If it's words, think Natural Language. If it's pictures, think Vision. If it's sound, think Speech.