Free AI-102 Questions for Microsoft Designing and Implementing a Microsoft Azure AI Solution AI-102 Exam as PDF & Practice Test Engine
You have an Azure subscription that contains an Azure Al Content Safety resource named CS1. You plan to build an app that will analyze user-gene rated documents and identify obscure offensive terms. You need to create a dictionary that will contain the offensive terms. The solution must minimize development effort.
What should you use?
What should you use?
Correct Answer: C
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You are building an app by using the Semantic Kernel.
You need to include complex objects in the prompt templates of the app. The solution must support objects that contain sub-properties.
Which two prompt templates can you use? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
You need to include complex objects in the prompt templates of the app. The solution must support objects that contain sub-properties.
Which two prompt templates can you use? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Correct Answer: B,E
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You have an Azure Cognitive Services model named Model that identifies the intent of text input.
You develop an app in C# named App1.
You need to configure App1 to use Model1.
Which package should you add to App1?
You develop an app in C# named App1.
You need to configure App1 to use Model1.
Which package should you add to App1?
Correct Answer: D
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You plan to use Microsoft Foundry to implement a Retrieval Augmented Generation (RAG) pattern.
You have grounding data stored in an Azure Files share.
You need to configure a Microsoft Foundry project to ensure that a model can use the grounding data.
Which actions should you perform in sequence? To answer, drag the appropriate actions to the correct order.
Each action 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.
You have grounding data stored in an Azure Files share.
You need to configure a Microsoft Foundry project to ensure that a model can use the grounding data.
Which actions should you perform in sequence? To answer, drag the appropriate actions to the correct order.
Each action 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.
Correct Answer:
Explanation:
Step 1: Create a project. (Given)
Step 2: Add a data connection.
Step 3: Add a deployment.
Explanation:
Add a data connection: Before the model can " see " your grounding data stored in an Azure Files share, you must establish a connection. This step allows the project to securely access and index the external data source so it can be used for retrieval.
Add a deployment: In Microsoft Foundry, you don ' t just " add a model " in a vacuum; you must deploy a specific model (such as a GPT-4 chat model or an embedding model) to make it active and available to interact with your data and respond to queries.
You have 1,000 scanned images of hand-written survey responses. The surveys do NOT have a consistent layout.
You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1.
You open Document Intelligence Studio and create a new project.
You need to extract data from the survey responses. The solution must minimize development effort.
To where should you upload the images, and which type of model should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1.
You open Document Intelligence Studio and create a new project.
You need to extract data from the survey responses. The solution must minimize development effort.
To where should you upload the images, and which type of model should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct Answer:
Upload to: An Azure Storage account
Model type: Custom neural
You have 1,000 scanned hand-written survey responses with no consistent layout. The goal is to extract data while minimizing development effort.
Step 1: Upload location
For Azure AI Document Intelligence (formerly Form Recognizer), training data (images, PDFs) must be placed in a container in an Azure Storage account.
Options like Cosmos DB or Azure Files share are not valid training data sources for Document Intelligence.
Therefore, you upload the survey images to Azure Storage account.
Step 2: Model type
The surveys are handwritten and do not have a consistent layout.
Custom template models work only when the layout is fixed and consistent (e.g., invoices with the same fields in the same place).
Identity document (ID) model is a prebuilt model for passports, driver's licenses, etc., not for surveys.
Custom neural model is designed to handle unstructured or variable-layout forms, including handwritten content. This best fits the survey scenario.
Thus, the correct configuration is:
Upload to Azure Storage account
Use Custom neural model
The answer:
Upload to: An Azure Storage account
Model type: Custom neural
Microsoft References
Azure AI Document Intelligence - Custom models
Custom neural vs custom template models
Train a custom model with Azure Storage input
Model type: Custom neural
You have 1,000 scanned hand-written survey responses with no consistent layout. The goal is to extract data while minimizing development effort.
Step 1: Upload location
For Azure AI Document Intelligence (formerly Form Recognizer), training data (images, PDFs) must be placed in a container in an Azure Storage account.
Options like Cosmos DB or Azure Files share are not valid training data sources for Document Intelligence.
Therefore, you upload the survey images to Azure Storage account.
Step 2: Model type
The surveys are handwritten and do not have a consistent layout.
Custom template models work only when the layout is fixed and consistent (e.g., invoices with the same fields in the same place).
Identity document (ID) model is a prebuilt model for passports, driver's licenses, etc., not for surveys.
Custom neural model is designed to handle unstructured or variable-layout forms, including handwritten content. This best fits the survey scenario.
Thus, the correct configuration is:
Upload to Azure Storage account
Use Custom neural model
The answer:
Upload to: An Azure Storage account
Model type: Custom neural
Microsoft References
Azure AI Document Intelligence - Custom models
Custom neural vs custom template models
Train a custom model with Azure Storage input
You need to build an app that will use the Azure Speech in Foundry Tools to translate audio files. How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
NOTE: Each correct selection is worth one point.
Correct Answer:
Explanation:
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have an Azure Cognitive Search service.
During the past 12 months, query volume steadily increased.
You discover that some search query requests to the Cognitive Search service are being throttled.
You need to reduce the likelihood that search query requests are throttled.
Solution: You enable customer-managed key (CMK) encryption.
Does this meet the goal?
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have an Azure Cognitive Search service.
During the past 12 months, query volume steadily increased.
You discover that some search query requests to the Cognitive Search service are being throttled.
You need to reduce the likelihood that search query requests are throttled.
Solution: You enable customer-managed key (CMK) encryption.
Does this meet the goal?
Correct Answer: B
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You are examining the Text Analytics output of an application.
The text analyzed is: " Our tour guide took us up the Space Needle during our trip to Seattle last week. " The response contains the data shown in the following table.
Which Text Analytics API is used to analyze the text?
The text analyzed is: " Our tour guide took us up the Space Needle during our trip to Seattle last week. " The response contains the data shown in the following table.
Which Text Analytics API is used to analyze the text?
Correct Answer: C
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