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By microsoft
Aug, 2025

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Question 26

Your company has several AI solutions and bots.
You need to implement a solution to monitor the utilization of the bots. The solution must ensure that analysts at the company can generate dashboards to review the utilization.
What should you include in the solution?

  • A: Azure Application Insights
  • B: Azure Data Explorer
  • C: Azure Logic Apps
  • D: Azure Monitor

Question 27

Your plan to design a bot that will be hosted by using Azure Bot Service.
Your company identifies the following compliance requirements for the bot:
✑ Payment Card Industry Data Security Standards (PCI DSS)
✑ General Data Protection Regulation (GDPR)
✑ ISO 27001
You need to identify which compliance requirements are met by hosting the bot in the bot service.
What should you identify?

  • A: PCI DSS only
  • B: PCI DSS, ISO 27001, and GDPR
  • C: ISO 27001 only
  • D: GDPR only

Question 28

HOTSPOT -
You plan to use Azure Cognitive Services to provide the development team at your company with the ability to create intelligent apps without having direct AI or data science skills.
The company identifies the following requirements for the planned Cognitive Services deployment:
✑ Provide support for the following languages: English, Portuguese, and German.
✑ Perform text analytics to derive a sentiment score.
Which Cognitive Service service should you deploy for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Image 1

Question 29

HOTSPOT -
You plan to deploy the Text Analytics and Computer Vision services. The Azure Cognitive Services will be deployed to the West US and East Europe Azure regions.
You need to identify the minimum number of service endpoints and API keys required for the planned deployment.
What should you identify? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Image 1

Question 30

Your company plans to create a mobile app that will be used by employees to query the employee handbook.
You need to ensure that the employees can query the handbook by typing or by using speech.
Which core component should you use for the app?

  • A: Language Understanding (LUIS)
  • B: QnA Maker
  • C: Text Analytics
  • D: Azure Search

Question 31

You have an existing Language Understanding (LUIS) model for an internal bot.
You need to recommend a solution to add a meeting reminder functionality to the bot by using a prebuilt model. The solution must minimize the size of the model.
Which component of LUIS should you recommend?

  • A: domain
  • B: intents
  • C: entities

Question 32

You have an on-premises repository that contains 5,000 videos. The videos feature demonstrations of the products sold by your company.
The company's customers plan to search the videos by using the name of the product demonstrated in each video.
You need to build a custom search tool for the customers.
What should you do first?

  • A: Deploy an Azure Media Services resource.
  • B: Create an Azure Storage account and a blob container.
  • C: Create an Azure Search resource.
  • D: Deploy a Custom Vision API service.

Question 33

Your company manages a sports team.
The company sets up a video booth to record messages for the team.
Before replaying the messages on a video screen, you need to generate captions for the messages and check the sentiment of the video to ensure that only positive messages are played.
Which Azure Cognitive Services service should you use?

  • A: Language Understanding (LUIS)
  • B: Speaker Recognition
  • C: Custom Vision
  • D: Video Indexer

Question 34

You are designing an AI solution that will analyze millions of pictures.
You need to recommend a solution for storing the pictures. The solution must minimize costs.
Which storage solution should you recommend?

  • A: an Azure Data Lake store
  • B: Azure File Storage
  • C: Azure Blob storage
  • D: Azure Table storage

Question 35

HOTSPOT -
You plan to build an app that will provide users with the ability to dictate messages and convert the messages into text.
You need to recommend a solution to meet the following requirements for the app:
✑ Must be able to transcribe streaming dictated messages that are longer than 15 seconds.
✑ Must be able to upload existing recordings to Azure Blob storage to be transcribed later.
Which solution should you recommend for each requirement? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:

Image 1

Question 36

Your company plans to monitor twitter hashtags, and then to build a graph of connected people and places that contains the associated sentiment.
The monitored hashtags use several languages, but the graph will be displayed in English.
You need to recommend the required Azure Cognitive Services endpoints for the planned graph.
Which Cognitive Services endpoints should you recommend?

  • A: Language Detection, Content Moderator, and Key Phrase Extraction
  • B: Translator Text, Content Moderator, and Key Phrase Extraction
  • C: Language Detection, Sentiment Analysis, and Key Phase Extraction
  • D: Translator Text, Sentiment Analysis, and Named Entity Recognition

Question 37

HOTSPOT -
You plan to create an intelligent bot to handle internal user chats to the help desk of your company. The bot has the following requirements:
✑ Must be able to interpret what a user means.
✑ Must be able to perform multiple tasks for a user.
Must be able to answer questions from an existing knowledge base.

Image 1

You need to recommend which solutions meet the requirements.
Which solution should you recommend for each requirement? To answer, drag the appropriate solutions to the correct requirements. Each solution may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Hot Area:

Image 2

Question 38

You are developing a mobile application that will perform optical character recognition (OCR) from photos.
The application will annotate the photos by using metadata, store the photos in Azure Blob storage, and then score the photos by using an Azure Machine
Learning model.
What should you use to process the data?

  • A: Azure Event Hubs
  • B: Azure Functions
  • C: Azure Stream Analytics
  • D: Azure Logic Apps

Question 39

You are designing an AI solution that will analyze millions of pictures by using Azure HDInsight Hadoop cluster.
You need to recommend a solution for storing the pictures. The solution must minimize costs.
Which storage solution should you recommend?

  • A: Azure Table storage
  • B: Azure File Storage
  • C: Azure Data Lake Storage Gen2
  • D: Azure Databricks File System

Question 40

You are designing a real-time speech-to-text AI feature for an Android mobile app. The feature will stream data to the Speech service.
You need to recommend which audio format to use to serialize the audio. The solution must minimize the amount of data transferred to the cloud.
What should you recommend?

  • A: MP3
  • B: WAV/PCM
  • C: MP4a

Question 41

DRAG DROP -
You are developing an application for photo classification. Users of the application will include minors. The users will upload photos to the application. The photos will be stored for model training purposes. All the photos must be considered appropriate for minors.
You need to recommend an architecture for the application.
Which Azure services should you recommend using in the architecture? To answer, drag the appropriate services to the correct targets. Each service may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Select and Place:

Image 1

Question 42

Your company creates a popular mobile game.
The company tracks usage patterns of the game.
You need to provide special offers to users when there is a significant change in the usage patterns.
Which Azure Cognitive Services service should you use?

  • A: Form Recognizer
  • B: Bing Autosuggest
  • C: Text Analytics
  • D: Anomaly Detector

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