Microsoft AI-102 Questions - Try Our Real AI-102 Dumps [2026]

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Microsoft AI-102 Exam Syllabus Topics:

SectionObjectives
Implement Knowledge Mining and Document Intelligence- Build Azure AI Search solutions
- Enrich and index data for search scenarios
- Implement document intelligence solutions
Implement Natural Language Processing Solutions- Analyze text using Azure AI Language
- Implement question answering and conversational AI
- Translate and interpret language using Azure AI services
Implement Computer Vision Solutions- Implement custom vision models
- Extract information using OCR and form recognition
- Analyze images and videos using Azure AI Vision
Implement Generative AI Solutions- Integrate prompt engineering techniques
- Implement Azure OpenAI Service solutions
- Build retrieval-augmented generation (RAG) solutions
Plan and Manage an Azure AI Solution- Manage security, compliance, and responsible AI
- Select appropriate Azure AI services
- Plan solution requirements and architecture

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q154-Q159):

NEW QUESTION # 154
You are building an app that will enable users to upload images. The solution must meet the following requirements:
* Automatically suggest alt text for the images.
* Detect inappropriate images and block them.
* Minimize development effort.
You need to recommend a computer vision endpoint for each requirement.
What should you recommend? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 155
A1 You have an Azure OpenA1 resource named AH that hosts three deployments of the GPT 3.5 model. Each deployment is optimized for a unique workload.
You plan to deploy three apps. Each app will access AM by using the REST API and will use the deployment that was optimized for the apps intended workload.
You need to provide each app with access to AH and the appropriate deployment. The solution must ensure that only the apps can access AM.
What should you use to provide access to AM. and what should each app use to connect to its appropriate deployment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:


NEW QUESTION # 156
You are using a Language Understanding service to handle natural language input from the users of a web-based customer agent.
The users report that the agent frequently responds with the following generic response: "Sorry, I don't understand that." You need to improve the ability of the agent to respond to requests.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order. (Choose three.)

Answer:

Explanation:


NEW QUESTION # 157
Your company wants to reduce how long it takes for employees to log receipts in expense reports. All the receipts are in English.
You need to extract top-level information from the receipts, such as the vendor and the transaction total. The solution must minimize development effort.
Which Azure Cognitive Services service should you use?

Answer: C


NEW QUESTION # 158
Hotspot Question
You are building an app that will analyze text by using the Azure AI Language service.
You need to configure the app to mask the telephone number and email details in a given document.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:
Box 1: RecognizePiiEntities
TextAnalyticsClient.RecognizePiiEntities Method
Runs a predictive model to identify a collection of entities containing Personally Identifiable Information found in the passed-in document, and categorize those entities into types such as US social security number, driver's license number, or credit card number.
Box 2: RedactedText
The characterMask policy allows the redactedText to be masked with a character, preserving the length and offset of the original text. This behavior is the existing expectation.
Reference:
https://learn.microsoft.com/en-
us/dotnet/api/azure.ai.textanalytics.textanalyticsclient.recognizepiientities
https://learn.microsoft.com/en-us/azure/ai-services/language-service/personally-identifiable- information/how-to/redact-text-pii


NEW QUESTION # 159
......

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