A medical transcription service needs to convert doctor-patient conversations into text in real time. They also need to identify the language being spoken to route the transcription correctly. Which Azure AI Speech feature should they use?

Speech-to-Text with language identification

A company is building a chatbot that must understand user requests like 'Book a flight to Paris' and extract the destination. Which Azure AI Language capability should they use?

Conversational Language Understanding (CLU)

A healthcare provider wants to analyze patient feedback forms to identify common issues and overall sentiment. They also need to extract specific medical terms and medications mentioned. The solution must be cost-effective and require minimal custom model training. Which Azure AI Language features should they use?

Conversational Language Understanding with custom intents

Key phrase extraction and language detection

Custom text classification and custom entity recognition

Prebuilt sentiment analysis and named entity recognition

In the context of Azure AI Language's conversational language understanding, what does the term 'intent' refer to?

The entity extracted from the user's input

The specific words used in the user's utterance

The action the user wants to perform

The confidence score of the model's prediction

Microsoft Certified:Azure AI Fundamentals

Domain 4Objective 2

Identify Azure Tools and Services for NLP Workloads AI-900 Practice Questions (Page 2)

Part of the Describe features of Natural Language Processing (NLP) workloads on Azure domain, which accounts for 15–20% of the AI-900 exam. Microsoft does not publish an official question count, but from its 60-minute exam (~25–40 total, ~4–8 in this domain), expect 2–4 from this objective — we provide 23 practice questions to prepare you well beyond it. (estimate)

Start Intelligent Quiz

23questions here

5free pages

8concepts

15–20%of the exam

Questions 6–10

6application · medium
A medical transcription service needs to convert doctor-patient conversations into text in real time. They also need to identify the language being spoken to route the transcription correctly. Which Azure AI Speech feature should they use?
Select an answer first
7application · medium
A navigation app needs to read aloud turn-by-turn directions to drivers. The app sends text directions and receives audio output. Which Azure service should you use?
Select an answer first
8application · medium
A company is building a chatbot that must understand user requests like 'Book a flight to Paris' and extract the destination. Which Azure AI Language capability should they use?
Select an answer first
9expert · hard
A healthcare provider wants to analyze patient feedback forms to identify common issues and overall sentiment. They also need to extract specific medical terms and medications mentioned. The solution must be cost-effective and require minimal custom model training. Which Azure AI Language features should they use?
Select an answer first
10foundation · medium
In the context of Azure AI Language's conversational language understanding, what does the term 'intent' refer to?
Select an answer first

Finished these 5 questions?

Review the revealed explanations, or continue through the curriculum.

Next 5 questions →Back to AI-900

Examers app · Pro

You’ve practiced. Now get ready to pass.

Free practice is the warm‑up. The Examers app turns it into a pass — adaptive quizzing, a visual book, and an honest readiness score for AI-900.

Exam Coach that reads what you have really answered and picks one thing for tonight
Intelligent Quiz that adapts to your weak areas
Split‑screen Visual Book — learn each concept as you practice
Timed sets & full mock exams that mirror the real thing
Readiness score from real evidence — know when you’re ready

Get exam‑ready See what’s inside

Free practice stays free — always.

Free Basic Practice is a study aid with revealable answers — not a scored exam. Examers.io is independent and not affiliated with or endorsed by Microsoft. “AI-900” is a trademark of its owner, used for identification only.