Which Google Cloud Offering to Use for Sentiment Analysis and Text Classification by GreatAI
Question
GreatAI is a startup with its applications on Google Cloud.
GreatAI has commissioned a project to create an application that will classify, extract and detect sentiment from unstructured text using Google Cloud offering. Which of the below listed Google Cloud Offering should be used by GreatAI?
Answers
Explanations
Click on the arrows to vote for the correct answer
A. B. C. D.Correct Answer: A.
Option A is correct.
Natural Language AI uses Google Cloud machine learning to classify, extract and detect sentiment from unstructured text.
Option B is incorrect.
Document AI helps reduce document processing costs by automating the data capture at scale.
Option C is incorrect.
Vertex AI is suitable for getting insights from images, creating conversational experiences etc.
Option D is incorrect.
Refer to the explanation of.
Option A and Option.
C.https://cloud.google.com/natural-language.
https://cloud.google.com/document-ai https://cloud.google.com/vertex-aiGreatAI needs to create an application that can classify, extract, and detect sentiment from unstructured text. Google Cloud offers various AI solutions that can help accomplish this task. Let's review the options:
A. Natural Language AI: Google Cloud Natural Language AI is a suite of pre-trained machine learning models that can analyze and understand human language. It can be used to classify text into categories, extract entities and sentiment, and identify relationships between entities. This solution would be an appropriate choice for GreatAI's project because it can classify and extract sentiment from unstructured text.
B. Document AI: Google Cloud Document AI is a set of pre-trained machine learning models that can analyze and extract information from various types of documents. It can be used to extract text, tables, and key-value pairs from PDFs, invoices, and other types of documents. While Document AI can extract text from unstructured documents, it may not be the best option for sentiment analysis.
C. Vertex AI: Google Cloud Vertex AI is a managed machine learning platform that provides tools and services for building and deploying ML models. It offers a range of pre-built models and enables users to build their own custom models. While Vertex AI does not have pre-trained models specifically for sentiment analysis, it can be used to build a custom model for this purpose.
D. Any of Option A or C: Both Natural Language AI and Vertex AI could be used for GreatAI's project. Natural Language AI has pre-trained models that can analyze text and extract sentiment, while Vertex AI provides tools for building custom models.
In summary, the best option for GreatAI's project would be either Natural Language AI or Vertex AI, depending on the specific requirements and preferences of the project.
