AI-102 Practice Question: Implement natural language processing solutions
You need to extract key phrases from a large collection of customer reviews using Azure AI Language. The solution should be cost-effective and process up to 1,000 documents per day. Which pricing tier should you choose?
⚠ Common exam trap
Candidates often confuse the Free tier's monthly limit with a daily limit, assuming 5,000 records per month is enough for 1,000 per day, or they mistakenly think a Basic tier exists for Azure AI Language services, when in fact only F0 and S are available for key phrase extraction.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Standard (S) tier
The Standard (S) tier is the correct choice because it supports up to 1,000 documents per day for key phrase extraction, which matches the stated requirement. The Free (F0) tier is limited to 5,000 text records per month (roughly 167 per day), making it insufficient for 1,000 documents daily. The Premium (P) tier is designed for high-throughput scenarios (millions of documents per day) and is overkill for this volume, while the Basic (B) tier does not exist for Azure AI Language's key phrase extraction API.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Standard (S) tier
Why this is correct
Standard tier offers pay-as-you-go for moderate volumes.
- ✗
Free (F0) tier
Why it's wrong here
Free tier has a low monthly limit.
- ✗
Premium (P) tier
Why it's wrong here
Premium is for high throughput and SLA, more expensive.
- ✗
Basic (B) tier
Why it's wrong here
Basic tier does not exist for Azure AI Language.
Go deeper
Related to this question
About these practice questions
This AI-102 question is part of Courseiva's 945-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI-102 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-102 exam.