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Microsoft AI-102 - Designing and Implementing a Microsoft Azure AI Solution

Last Update Jul 15, 2026

Microsoft Certification Exams Pack

Everything from Basic, plus:
  • Exam Name: Designing and Implementing a Microsoft Azure AI Solution
  • 423 Questions Answers with Explanation Detail
  • Total Questions: 423 Q&A's
  • Single Choice Questions: 199 Q&A's
  • Multiple Choice Questions: 36 Q&A's
  • Hotspot Questions: 135 Q&A's
  • Drag Drop Questions: 53 Q&A's


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Total Questions: 423
Free Practice Questions: 42

You are developing the knowledgebase by using Azure Cognitive Search.

You need to meet the knowledgebase requirements for searching equivalent terms.

What should you include in the solution?

Options:

A.

a synonym map

B.

a suggester

C.

a custom analyzer

D.

a built-in key phrase extraction skill

Answer
A
Explanation

Within a search service, synonym maps are a global resource that associate equivalent terms, expanding the scope of a query without the user having to actually provide the term. For example, assuming " dog " , " canine " , and " puppy " are mapped synonyms, a query on " canine " will match on a document containing " dog " .

Create synonyms: A synonym map is an asset that can be created once and used by many indexes.

[Reference:, https://docs.microsoft.com/en-us/azure/search/search-synonyms, , , , , , ]

You are developing the knowledgebase.

You use Azure Video Analyzer for Media (previously Video indexer) to obtain transcripts of webinars.

You need to ensure that the solution meets the knowledgebase requirements.

What should you do?

Options:

A.

Create a custom language model

B.

Configure audio indexing for videos only

C.

Enable multi-language detection for videos

D.

Build a custom Person model for webinar presenters

Answer
A
Explanation

Can search content in different formats, including video

Audio and video insights (multi-channels). When indexing by one channel, partial result for those models will be available.

Keywords extraction: Extracts keywords from speech and visual text.

Named entities extraction: Extracts brands, locations, and people from speech and visual text via natural language processing (NLP).

Topic inference: Makes inference of main topics from transcripts. The 2nd-level IPTC taxonomy is included.

Artifacts: Extracts rich set of " next level of details " artifacts for each of the models.

Sentiment analysis: Identifies positive, negative, and neutral sentiments from speech and visual text.

[Reference:, https://docs.microsoft.com/en-us/azure/azure-video-analyzer/video-analyzer-for-media-docs/video-indexer-overview, , , , ]

You are developing the chatbot.

You create the following components:

• A QnA Maker resource

• A chatbot by using the Azure Bot Framework SDK

You need to add an additional component to meet the technical requirements and the chatbot requirements. What should you add?

Options:

A.

Dispatch

B.

chatdown

C.

Language Understanding

D.

Microsoft Translator

Answer
A
Explanation

Scenario: All planned projects must support English, French, and Portuguese.

If a bot uses multiple LUIS models and QnA Maker knowledge bases (knowledge bases), you can use the Dispatch tool to determine which LUIS model or QnA Maker knowledge base best matches the user input. The dispatch tool does this by creating a single LUIS app to route user input to the correct model.

[Reference:, https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-tutorial-dispatch, , , , , ]

Candidate Reviews

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Reginald
Jan 27, 2026

AI-102 exam questions on Dumpstech.com with Code AI-102 helped me design Azure AI solutions using real questions and PDF study material.

Gerrye
Sep 23, 2025

Building AI solutions can be intimidating, but the questions covered machine learning, vision, and language services so well that I felt prepared and passed on my first try.

Dan
Sep 15, 2025

AI-102 covered vision, bots, and cognitive services, but the practice material reflected the exam format very closely. That made passing it a lot less stressful.

Christian
Sep 10, 2025

Just passed AI-102, prep nailed Azure AI solutions perfectly.

Anjali
Sep 4, 2025

Passed this exam, the prep really focused me well.

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Microsoft AI-102 FAQ'S

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