Drag a concept onto its matching description — or click a concept then click the description.
Extract text from images
Identify entities like people or organizations
Extract key phrases from text
Detect language of text
Determine sentiment of text
Match each Azure Cognitive Search skill to its capability.
Drag a concept onto its matching description — or click a concept then click the description.
Extract text from images
Identify entities like people or organizations
Extract key phrases from text
Detect language of text
Determine sentiment of text
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Entity Recognition: Identifies and categorizes entities in text as people, places, organizations, etc.
Common Azure Cognitive Search skills include Entity Recognition, Key Phrase Extraction, OCR (for image text extraction), and Sentiment Analysis. The correct matches are A and B. Options C and D are mismatched definitions.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Entity Recognition: Identifies and categorizes entities in text as people, places, organizations, etc.
Why this is correct
Entity Recognition correctly identifies named entities.
Key Phrase Extraction: Identifies the main points or topics in a document.
Why this is correct
Key Phrase Extraction returns a list of key phrases summarizing the document.
OCR: Detects language and translates text to a target language.
Why it's wrong here
Incorrect — OCR extracts text from images, not language translation.
Sentiment Analysis: Detects the dominant language of a document.
Why it's wrong here
Incorrect — Sentiment Analysis determines the sentiment (positive/negative/neutral), not language detection.
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About these practice questions
Courseiva writes every AI-102 question from scratch — 945 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
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.