AI-103 Text Analysis Practice Question
You are designing a text analysis solution using Azure AI Language. Which TWO features are available as prebuilt capabilities without requiring custom model training? (Choose two.)
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
✓
Language detection
Sentiment analysis and language detection are prebuilt capabilities provided out-of-the-box by Azure AI Language without requiring custom model training. Custom text classification and custom NER require training.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Custom named entity recognition
Why it's wrong here
Custom NER requires user training data.
- ✓
Language detection
Why this is correct
Language detection is a prebuilt capability.
- ✓
Sentiment analysis
Why this is correct
Sentiment analysis is a prebuilt capability.
- ✗
Custom text classification
Why it's wrong here
Custom classification requires user training data.
- ✗
Custom summarization models
Why it's wrong here
Custom summarization is not a standard prebuilt feature tier.
About these practice questions
This AI-103 question is part of Courseiva's 510-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 and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed August 2026 · checked against the official Microsoft exam blueprint
This AI-103 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-103 exam.