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AI-102 Designing and Implementing a Microsoft Azure AI Solution

in Microsoft

Microsoft AI-102 Actual Exam Questions

Last updated on Oct 31, 2026.

379 Questions & Answers

Practice AI-102 questions and answers on Azure AI services, language, vision, speech and generative AI solution design. Select Reveal Solution after choosing your answer.

Question #1 Topic: Exam A

An application must extract printed text from scanned images and return lines, words and confidence scores. Which Azure AI service should be used?

  • A. Azure AI Vision Read
  • B. Azure AI Search only
  • C. Azure AI Speech
  • D. Azure AI Translator
Reveal Solution
Correct Answer: A
The Read capability in Azure AI Vision extracts printed and handwritten text from images and documents.
Question #2 Topic: Exam A

You need to build a conversational bot that answers questions from a company’s support knowledge base. Which approach is appropriate?

  • A. Azure AI Language question answering
  • B. Azure AI Vision image analysis
  • C. Azure AI Speech synthesis only
  • D. Azure AI Translator
Reveal Solution
Correct Answer: A
Question answering can use a knowledge base to return relevant responses to user queries.
Question #3 Topic: Exam A

A solution needs to identify the language of incoming text before processing it. Which Azure AI Language feature is designed for this?

  • A. Language detection
  • B. Key phrase extraction
  • C. Sentiment analysis
  • D. Entity linking
Reveal Solution
Correct Answer: A
Language detection identifies the language of a text input and can be used to route subsequent processing.
Question #4 Topic: Exam A

You need to create vector representations of text for semantic similarity search. Which capability should be used?

  • A. Text embeddings
  • B. OCR
  • C. Speech synthesis
  • D. Image tagging
Reveal Solution
Correct Answer: A
Embedding models convert text into vectors that can be compared for semantic similarity.
Question #5 Topic: Exam A

A workflow must convert spoken audio into written text in near real time. Which service capability should be selected?

  • A. Speech to text
  • B. Text to speech
  • C. Speaker diarization only
  • D. Translation custom glossary
Reveal Solution
Correct Answer: A
Speech to text transcribes audio into text and supports real-time transcription scenarios.

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