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Microsoft AI-102 Exam Syllabus Topics:

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

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q99-Q104):

NEW QUESTION # 99
You are building a solution that students will use to find references for essays. You use the following code to start building the solution.

For each of the following statements, select Yes is the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:


NEW QUESTION # 100
You are planning the product creation project.
You need to build the REST endpoint to create the multilingual product descriptions.
How should you complete the URI? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation
Box 1: api-nam.cognitive.microsofttranslator.com
https://docs.microsoft.com/en-us/azure/cognitive-services/translator/reference/v3-0-reference Box 2: /translate Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/translator/reference/v3-0-translate


NEW QUESTION # 101
You are building an app that will use Azure Al Language to extract meaning from text messages.
You need to provide additional context by adding references to supporting articles in Wikipedia.
What should you use?

Answer: B

Explanation:
Entity linking in Azure AI Language identifies entities in text and links them to entries in a knowledge base such as Wikipedia, providing precisely the additional context and references you need. Custom NER extracts entities but doesn't link to Wikipedia; Content Safety moderates content; Key phrase extraction surfaces topics without external links.
Microsoft References:
* Entity linking overview (links entities to Wikipedia). Microsoft Learn
* How to call the Entity Linking API (returns entities with Wikipedia links)


NEW QUESTION # 102
You have a chatbot that uses a QnA Maker application.
You enable active learning for the knowledge base used by the QnA Maker application.
You need to integrate user input into the model.
Which four 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.

Answer:

Explanation:

Explanation:
Graphical user interface, application Description automatically generated

Step 1: For the knowledge base, select Show active learning suggestions.
In order to see the suggested questions, on the Edit knowledge base page, select View Options, then select Show active learning suggestions.
Step 2: Approve and reject suggestions.
Each QnA pair suggests the new question alternatives with a check mark,, to accept the question or an x to reject the suggestions. Select the check mark to add the question.
Step 3: Save and train the knowledge base.
Select Save and Train to save the changes to the knowledge base.
Step 4: Publish the knowledge base.
Select Publish to allow the changes to be available from the GenerateAnswer API.
When 5 or more similar queries are clustered, every 30 minutes, QnA Maker suggests the alternate questions for you to accept or reject.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/how-to/improve-knowledge-base


NEW QUESTION # 103
You are building a chatbot for a Microsoft Teams channel by using the Microsoft Bot Framework SDK. The chatbot will use the following code.

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/dotnet/api/microsoft.bot.builder.activityhandler.onmembersaddedasync?view=botbuilder-dotnet-stable


NEW QUESTION # 104
......

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