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| Topic | Details |
|---|
| Topic 1 | - Implement generative AI solutions: This domain focuses on building solutions with Microsoft Foundry and Azure OpenAI, including deploying models, implementing prompt flows and RAG patterns, generating content, and optimizing through parameter tuning and prompt engineering.
|
| Topic 2 | - Implement natural language processing solutions: This domain involves text and speech processing, including sentiment analysis, translation, speech-to-text and text-to-speech implementation, building language understanding models, and creating question answering systems.
|
| Topic 3 | - Plan and manage an Azure AI solution: This domain covers selecting appropriate Azure AI services for various solution types, planning and deploying resources following Responsible AI principles, managing authentication and costs, and implementing content moderation and safety controls.
|
| Topic 4 | - Implement computer vision solutions: This domain addresses image and video analysis using Azure Vision services, including object detection, text extraction, training custom vision models, and extracting insights from video streams.
|
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Microsoft Designing and Implementing a Microsoft Azure AI Solution Sample Questions (Q38-Q43):
NEW QUESTION # 38
Select the answer that correctly completes the sentence.

Answer:
Explanation:

NEW QUESTION # 39
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
Microsoft References
Stored Procedures (Database Engine)
Azure SQL Database - Stored procedures overview
SQL Server Views
SQL Server Tables
SQL Server Indexes
NEW QUESTION # 40
You build a bot by using the Microsoft Bot Framework SDK.
You need to test the bot interactively on a local machine.
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.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.

Answer:
Explanation:

Explanation:

NEW QUESTION # 41
You have an app named App1 that uses a custom Azure Al Document Intelligence model to recognize contract documents. You need to ensure that the model supports an additional contract format. The solution must minimize development effort. What should you do?
- A. Add the additional contract format to the existing training set. Retrain the model.
- B. Create a new training set and add the additional contract format to the new training set.
- C. Lower the confidence score threshold of App1.
- D. Lower the accuracy threshold of App1.
- E. Create and train a new custom model.
Answer: A
Explanation:
* A. Lower the confidence score threshold of App1
* Would just accept more low-confidence predictions, but won't add support for a new format. #
* B. Lower the accuracy threshold of App1
* Similar reasoning: affects prediction acceptance, not model capabilities. #
* C. Add the additional contract format to the existing training set and retrain the model
* Correct approach. You extend the training data to include the new format, retrain, and reuse the same model. #
* D. Create a new training set and add the additional contract format
* This means starting from scratch, which requires more effort. Not minimal. #
* E. Create and train a new custom model
* Same as D, higher effort than necessary. #
Analysis of Options:
The answer:
C). Add the additional contract format to the existing training set. Retrain the model.
Microsoft Reference:
* Azure AI Document Intelligence - Custom models
NEW QUESTION # 42
Select the answer that correctly completes the sentence.

Answer:
Explanation:

NEW QUESTION # 43
......
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