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Microsoft AI-102 Exam Syllabus Topics:

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

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The Best Microsoft AI-102 Exam Questions

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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q368-Q373):

NEW QUESTION # 368
Select the answer that correctly completes the sentence.

Answer:

Explanation:

Explanation:

In relational database systems such as Microsoft SQL Server or Azure SQL Database, the following definitions apply:
* Stored Procedure:A stored procedure is a precompiled block of Transact-SQL (T-SQL) code stored in the database. It can contain control-of-flow statements, queries, and business logic. When executed, it runs as a single unit within the database engine. This matches the definition of "a block of code that runs in a database."
* Table:A table is a structured set of rows and columns used to store data, not a block of executable code.
* View:A view is a virtual table based on the result of a SQL query. It is used for abstraction and simplification of queries, not for executing code blocks.
* Index:An index is a database structure that improves the speed of data retrieval. It is not executable code.
Thus, the only option that correctly describes "a block of code that runs in a database" is a stored procedure.
The answer: A stored procedure
* Stored Procedures (Database Engine)
* Azure SQL Database - Stored procedures overview
* SQL Server Views
* SQL Server Tables
* SQL Server Indexes
Microsoft References


NEW QUESTION # 369
You have a Language Understanding solution that runs in a Docker container.
You download the Language Understanding container image from the Microsoft Container Registry (MCR).
You need to deploy the container image to a host computer.
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.

Answer:

Explanation:

1 - From the Language Understanding portal, export...
2 - From the host computer, move the packgae file...
3 - From the computer, build the container and....


NEW QUESTION # 370
You have a custom Azure OpenAI model.
You have the files shown in the following table.

You need to prepare training data for the model by using the OpenAI CLI data preparation tool. Which files can you upload to the tool?

Answer: E


NEW QUESTION # 371
Match the Azure services to the appropriate locations in the architecture.
To answer, drag the appropriate service from the column on the left to its location on the right. Each service may be used once, more than once, or not at all.
NOTE: Each correct match is worth one point.

Answer:

Explanation:

Explanation


NEW QUESTION # 372
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:

Explanation:


NEW QUESTION # 373
......

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