Cloud AI Product for Text Classification and Sentiment Analysis | Google CDL Exam

Google Cloud AI Product for Text Classification and Sentiment Analysis

Question

Which Google Cloud AI product helps classify unstructured text and sentiment analysis?

Answers

Explanations

Click on the arrows to vote for the correct answer

A. B. C. D.

Correct Answer: C.

Option A is incorrect.

Vertex AI helps build, deploy and scale ML models faster within a unified AI platform.

Option B is incorrect.

Cloud Translation helps build multilingual applications with the help of machine translation.

Option C is correct.

Natural Language AI is a Google Cloud AI product that helps classify unstructured text and performs sentiment analysis.

Option D is incorrect.

Dialogflow helps build conversational applications.

https://cloud.google.com/vertex-ai https://cloud.google.com/translate https://cloud.google.com/natural-language https://cloud.google.com/dialogflow

The Google Cloud AI product that helps classify unstructured text and perform sentiment analysis is Natural Language AI, option C.

Natural Language AI is a machine learning service that helps developers extract insights from unstructured text using natural language processing (NLP). It can classify entities, sentiment, syntax, and categories in the text to help organizations analyze customer feedback, perform content moderation, and create chatbots, among other use cases.

The sentiment analysis feature in Natural Language AI helps organizations to understand the emotional tone of a piece of text, whether it's positive, negative, or neutral. This can be useful for businesses to gauge customer satisfaction, monitor brand reputation, and improve customer experience. Natural Language AI is capable of processing large volumes of text in multiple languages, making it a powerful tool for businesses with a global presence.

In contrast, Vertex AI (option A) is a platform for building and deploying machine learning models. Cloud Translation (option B) is a service that translates text from one language to another. Dialogflow (option D) is a conversational platform that enables developers to build chatbots and virtual agents.