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Google Cloud Certified Professional Data Engineer · Google Cloud
Select one answer.
Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.
Call the Cloud Natural Language API from your application. Process the generated Entities Analysis as labels. The Cloud Natural Language API is a pre-trained machine learning model that can be used for natural language processing tasks such as entity recognition, sentiment analysis, and syntax analysis. The API can be called from your application using a simple API call, and it can generate entities analysis that can be used as labels for the user's blog posts. This would be the quickest and easiest option for your team since it would not require any machine learning expertise or additional developer resources to build and train a model. Additionally, it will give you accurate and up-to-date results as the API is constantly updated by Google.
For the first time, the answer in exam topics matches community vote :-).
Of course the answer is A. Since the problem already states that you don't have time, resources or expertise. So the best solution in the case is to utilize the available API. Also since we need to extract the labels and not the sentiment of the text, we'll go for option A and not B