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Microsoft AI-102 Exam Syllabus Topics:

SectionWeightObjectives
Plan and Manage an Azure AI Solution15-20%- Plan and configure secure AI solutions
- Implement governance and compliance for AI solutions
- Manage AI costs and resource allocation
- Select appropriate Azure AI services and technologies
Implement Generative AI Solutions10-15%- Implement prompt engineering techniques
- Integrate Azure OpenAI models into applications
- Use Azure OpenAI Service for generative AI
- Apply responsible AI practices
Implement Natural Language Processing Solutions20-25%- Build question answering solutions
- Implement speech capabilities using Azure AI Speech
- Analyze text using Azure AI Language
- Translate text and speech
- Create conversational AI solutions with Azure AI Bot Service
Implement Computer Vision Solutions15-20%- Analyze images using Azure AI Vision
- Implement Azure AI Face service
- Implement object detection and image classification
- Read and process documents using Azure AI Document Intelligence
- Process video and generate insights
Implement Decision Support Solutions10-15%- Monitor and optimize decision support solutions
- Design and implement decision automation
- Integrate Azure AI services into applications
Implement Knowledge Mining and Document Intelligence Solutions15-20%- Implement semantic and vector search
- Design document processing pipelines
- Create custom skills for Azure AI Search
- Implement Azure AI Search solutions

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q414-Q419):

NEW QUESTION # 414
You are building a chatbot by using the Microsoft Bot Framework SDK.
You use an object named UserProfile to store user profile information and an object named ConversationData to store information related to a conversation.
You create the following state accessors to store both objects in state.
var userStateAccessors = _userState.CreateProperty<UserProfile>(nameof(UserProfile)); var conversationStateAccessors = _conversationState.CreateProperty<ConversationData>(nameof(ConversationData)); The state storage mechanism is set to Memory Storage.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Reference:
https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-howto-v4-state


NEW QUESTION # 415
You plan to provision Azure Cognitive Services resources by using the following method.

You need to create a Standard tier resource that will convert scanned receipts into text.
How should you call the method? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:


NEW QUESTION # 416
You have a library that contains 1,000 video files.
You need to perform sentiment analysis on the videos by using an Azure AI Content Understanding project. The solution must minimize development effort.
Which type of template should you use for the project?

Answer: B

Explanation:
To analyze sentiment in videos using Azure AI Content Understanding, you would use the Template: Video shot analysis template and potentially the Template: Media asset management template. The prebuilt-videoAnalyzer can also be used to extract insights, including sentiment, from videos.
1. Template: Video shot analysis:
This template is specifically designed for analyzing videos and extracting structured information for each shot, including transcripts and potentially sentiment analysis of the spoken words.
2. Template: Media asset management:
This template helps extract structured information from various video content, which can also include sentiment analysis.
3. prebuilt-videoAnalyzer:
This is a pre-built analyzer within Azure AI Content Understanding that can be used to extract information from videos, including sentiment. This template packages clips into both Markdown and JSON, making it easier to integrate with other tools.
Reference:
https://learn.microsoft.com/en-us/azure/ai-services/content-understanding/concepts/analyzer- templates?tabs=video


NEW QUESTION # 417
You create a knowledge store for Azure Cognitive Search by using the following JSON.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic. NOTE Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 418
What are two benefits of platform as a service (PaaS) relational database offerings in Azure, such as Azure SQL Database? Each correct answer presents a complete solution.
NOTE: Each correct selection Is worth one point.

Answer: A,D

Explanation:
* PaaS databases reduce administrative overhead because Microsoft manages backups, patching, updates, and infrastructure.
* Users always get access to the latest features without manual upgrades.
* B is incorrect: Backup/restore is automated; you don't get full manual control.
* C is incorrect: In-database ML services are supported in SQL Server (on-prem / IaaS), but not natively in Azure SQL Database.
Reference: Azure SQL Database benefits


NEW QUESTION # 419
......

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