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Microsoft AI-102 Exam Syllabus Topics:

SectionObjectives
Topic 1: Plan and Manage an Azure AI Solution- Manage security, compliance, and responsible AI
- Plan solution requirements and architecture
- Select appropriate Azure AI services
Topic 2: Implement Generative AI Solutions- Build retrieval-augmented generation (RAG) solutions
- Integrate prompt engineering techniques
- Implement Azure OpenAI Service solutions
Topic 3: Implement Computer Vision Solutions- Extract information using OCR and form recognition
- Analyze images and videos using Azure AI Vision
- Implement custom vision models
Topic 4: Implement Natural Language Processing Solutions- Translate and interpret language using Azure AI services
- Analyze text using Azure AI Language
- Implement question answering and conversational AI
Topic 5: Implement Knowledge Mining and Document Intelligence- Implement document intelligence solutions
- Enrich and index data for search scenarios
- Build Azure AI Search solutions

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q140-Q145):

NEW QUESTION # 140
You are creating an enrichment pipeline that will use Azure Cognitive Search. The knowledge store contains unstructured JSON data and scanned PDF documents that contain text.
Which projection type should you use for each data type? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:

Box 1: Object projection
Object projections are JSON representations of the enrichment tree that can be sourced from any node.
Box 2: File projection
File projections are similar to object projections and only act on the normalized_images collection.
Reference:
https://docs.microsoft.com/en-us/azure/search/knowledge-store-projection-overview


NEW QUESTION # 141
You have an Azure subscription that contains an Azure OpenAl resource named Al1 and a user named User1.
You need to ensure that User1 can perform the following actions in Azure OpenAl Studio:
. Identify resource endpoints.
. View models that are available for deployment.
. Generate text and images by using the deplayed models.
The solution must follow the principle of least privilege.
Which role should you assign to User1?

Answer: A


NEW QUESTION # 142
Select the answer that correctly completes the sentence.

Answer:

Explanation:

Explanation


NEW QUESTION # 143
You are building a chatbot that will provide information to users as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Reference:
https://docs.microsoft.com/en-us/microsoftteams/platform/task-modules-and-cards/cards/cards-reference
https://docs.microsoft.com/en-us/composer/how-to-send-cards?tabs=v1x


NEW QUESTION # 144
You have the following data sources:
* Finance: On-premises Microsoft SQL Server database
* Sales: Azure Cosmos DB using the Core (SQL) API
* Logs: Azure Table storage
* HR: Azure SQL database
You need to ensure that you can search alt the data by using the Azure Al Search REST API. What should you do?

Answer: D


NEW QUESTION # 145
......

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