Microsoft AI-102 Valid Examcollection - AI-102 Study Guide Pdf

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Microsoft AI-102 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Implement Natural Language Processing Solutions20-25%- Analyze text using Azure AI Language
- Create conversational AI solutions with Azure AI Bot Service
- Implement speech capabilities using Azure AI Speech
- Build question answering solutions
- Translate text and speech
Topic 2: Implement Decision Support Solutions10-15%- Monitor and optimize decision support solutions
- Design and implement decision automation
- Integrate Azure AI services into applications
Topic 3: Implement Computer Vision Solutions15-20%- Process video and generate insights
- Analyze images using Azure AI Vision
- Implement object detection and image classification
- Read and process documents using Azure AI Document Intelligence
- Implement Azure AI Face service
Topic 4: Implement Knowledge Mining and Document Intelligence Solutions15-20%- Implement Azure AI Search solutions
- Create custom skills for Azure AI Search
- Design document processing pipelines
- Implement semantic and vector search
Topic 5: Implement Generative AI Solutions10-15%- Apply responsible AI practices
- Integrate Azure OpenAI models into applications
- Implement prompt engineering techniques
- Use Azure OpenAI Service for generative AI
Topic 6: Plan and Manage an Azure AI Solution15-20%- Implement governance and compliance for AI solutions
- Select appropriate Azure AI services and technologies
- Plan and configure secure AI solutions
- Manage AI costs and resource allocation

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Microsoft AI-102 Questions - To Pass Exam Easily [2026]

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q332-Q337):

NEW QUESTION # 332
Hotspot Question
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:

Explanation:
Box 1:
https://westus.api.cognitive.microsoft.com/customvision/v3.1/prediction/projectid/classify/iteration s/publishName/image Box 2:
https://westus.api.cognitive.microsoft.com/vision/v3.2/analyze/?visualFeatures=Adult,Description Computer Vision can detect adult material in images so that developers can restrict the display of these images in their software. Content flags are applied with a score between zero and one so developers can interpret the results according to their own preferences.
You can detect adult content with the Analyze Image API. When you add the value of Adult to the visualFeatures query parameter Incorrect:
Use the Image Moderation API in Azure Content Moderator to scan image content. The moderation job scans your content for profanity, and compares it against custom and shared blocklists.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/computer-vision/concept-detecting- adult-content
https://docs.microsoft.com/en-us/azure/cognitive-services/content-moderator/try-image-api
https://docs.microsoft.com/en-us/legal/cognitive-services/custom-vision/custom-vision-cvs- transparency-note


NEW QUESTION # 333
You need to measure the public perception of your brand on social media messages. Which Azure Cognitive Services service should you use?

Answer: D

Explanation:
Text Analytics Cognitive Service could be used to quickly determine the public perception for a specific topic, event or brand.
Example: A NodeJS app which pulls Tweets from Twitter using the Twitter API based on a specified search term. Then pass these onto Text Analytics for sentiment scoring before storing the data and building a visualisation in PowerBI. The Architecture looked something like this:

Reference:
https://www.linkedin.com/pulse/measuring-public-perception-azure-cognitive-services-steve-dalai


NEW QUESTION # 334
You have an Azure subscription
You need to create a new resource that will generate fictional stories in response to user prompts. The solution must ensure that the resource uses a customer-managed key to protect data.
How should you complete the script? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:


NEW QUESTION # 335
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:


NEW QUESTION # 336
You have an Azure OpenAl resource named Al1 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 Al1 by using the REST API and will use the deployment that was optimized for the app's intended workload.
You need to provide each app with access to Al1 and the appropriate deployment. The solution must ensure that only the apps can access Al1.
What should you use to provide access to Al1, 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:


NEW QUESTION # 337
......

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