An organization needs to categorize text-based customer reviews on their website using a pre-trained machine learning model.
Which Google Cloud product or service should the organization use?
An organization needs to categorize text-based customer reviews on their website using a pre-trained machine learning model.
Which Google Cloud product or service should the organization use?
The Cloud Natural Language API is the appropriate choice for categorizing text-based customer reviews. It is a pre-trained machine learning model designed specifically for analyzing and categorizing text, allowing it to identify entities, sentiment, and syntax in text data. This makes it suitable for tasks such as categorizing customer reviews on a website.
Seriously who marks the "correct" answers. So many wrongs.... It's ok if the question is vague or weird but like here, it's obvious...
Agree. Imagine how bad it was before the voting feature was implemented.
please change correct answer to A. The Cloud Natural Language API is a pre-trained machine learning model that can analyze and categorize text-based data. It can identify entities, sentiment, and syntax in text, making it an ideal choice for categorizing customer reviews on a website. The other options provided (Dialogflow, Recommendations AI, and TensorFlow) are not specifically designed for text analysis and categorization, so they would not be the best choice for this task.
Google Cloud Natural Language API provides pre-trained machine learning models for various natural language processing tasks, including sentiment analysis, entity recognition, and text classification. In this case, the organization can leverage the text classification feature of the Natural Language API to categorize customer reviews into different categories or topics.
A is the right answer.
Cloud Natural Language API is a powerful and easy-to-use service that provides pre-trained machine learning models for various natural language processing tasks, including sentiment analysis, entity recognition, and text classification. It's specifically designed for tasks like categorizing text or analyzing sentiment in reviews.
Cloud Natural Language API categorize text based input, it can do sentiment analytics on top of it. While Recommendation AI is to recommend customer another product
Dialogflow is an NLP (Natural Language Processing) platform, which is used to develop an application related to the conversations and experience for the customers of the company in different languages on numerous platforms. Dialogflow is mainly used to build actions for most of the Google Assistant devices.
Wrong, dude. Dialogflow is chatbot agent you can use in an app or website, not for sentiment analysis or customer review.
Natural Language API "pre-trained to recognize sentiment and categorize accordingly". Wish they were all this easy!
NL API is pretrained, and can be applied to conversation etc.
A should be the correct answer as NLP can detect sentiment and categorize according to it
Moderator, please change the Selected Answer. It is wrongly showing as C!!
Selected Answer: A
C is correct
A is correct.
A is correct
Natural Language API discovers syntax, entities and sentiment in text and classifies texts into a predefined set of categories. It could capture comments about your business, ie, complaints, praises, attempt to learn about your business and more;
A is correct.