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AI-102 Implement generative AI solutions Practice Question

Match each Azure Cognitive Search skill to its capability.

Drag a concept onto its matching description — or click a concept then click the description.

Concepts
Matches

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

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

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

Option-by-option breakdown

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.

About these practice questions

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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.