Correct Answer: Named Entity Recognition (NER)
Named Entity Recognition (NER) identifies and categorizes entities in text, such as people, places, organizations, and quantities. Azure AI Language also offers a specialized versi...
Correct Answer
Named Entity Recognition (NER)
Why This Answer Is Correct
Named Entity Recognition (NER) identifies and categorizes entities in text, such as people, places, organizations, and quantities. Azure AI Language also offers a specialized version of this called 'Text Analytics for health' which is pre-trained to recognize medical terminology.
This question evaluates your knowledge of Natural Language Processing — a core concept tested in Microsoft Certified: Azure AI Fundamentals (AI-900). Understanding Natural Language Processing is essential for designing scalable, secure, and cost-effective cloud architectures. Mastery of this topic will help you answer scenario-based questions confidently on exam day.
A hotel chain wants to analyze thousands of customer reviews to automatically determine if the overall customer sentiment is positive, negative, or neutral. Which Azure AI service should they use?
You are developing a customer support application. When a user submits a ticket saying 'I cannot log into my account', the AI needs to categorize the ticket as 'Authentication Issue'. When they submit 'My bill is too high', it should categorize it as 'Billing'. This is an example of what NLP workload?
You provide an article to Azure AI Language. You want the service to return a single paragraph that captures the most important points of the full article. Which feature should you use?