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| Section | Weight | Objectives |
|---|---|---|
| Implement Computer Vision Solutions | 15-20% | - Implement object detection and image classification - Implement Azure AI Face service - Process video and generate insights - Read and process documents using Azure AI Document Intelligence - Analyze images using Azure AI Vision |
| Implement Knowledge Mining and Document Intelligence Solutions | 15-20% | - Design document processing pipelines - Implement Azure AI Search solutions - Implement semantic and vector search - Create custom skills for Azure AI Search |
| Implement Generative AI Solutions | 10-15% | - Implement prompt engineering techniques - Use Azure OpenAI Service for generative AI - Integrate Azure OpenAI models into applications - Apply responsible AI practices |
| Implement Natural Language Processing Solutions | 20-25% | - Translate text and speech - Analyze text using Azure AI Language - Implement speech capabilities using Azure AI Speech - Create conversational AI solutions with Azure AI Bot Service - Build question answering solutions |
| Plan and Manage an Azure AI Solution | 15-20% | - Manage AI costs and resource allocation - Plan and configure secure AI solutions - Implement governance and compliance for AI solutions - Select appropriate Azure AI services and technologies |
| Implement Decision Support Solutions | 10-15% | - Design and implement decision automation - Integrate Azure AI services into applications - Monitor and optimize decision support solutions |
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NEW QUESTION # 353
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:
NEW QUESTION # 354
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation:
The statement is:
"In an infrastructure as a service (IaaS) instance of Microsoft SQL Server on Azure, you manage the ______ that hosts SQL Server." Options:
* Elastic pool # A PaaS concept in Azure SQL Database (used to share resources across multiple databases). Not IaaS.
* MySQL server # Refers to Azure Database for MySQL (PaaS). Not related to SQL Server on IaaS.
* PostgreSQL server # Refers to Azure Database for PostgreSQL (PaaS). Not related to SQL Server on IaaS.
* Virtual machine # In IaaS, SQL Server is installed on an Azure VM. You manage the VM (OS, patches, SQL installation, backups, etc.). # Thus, for IaaS, you are responsible for managing the virtual machine that hosts SQL Server.
The answer: virtual machine
* SQL Server on Azure Virtual Machines overview
* Compare Azure SQL Database (PaaS) vs SQL Server on VMs (IaaS)
NEW QUESTION # 355
You are developing a new sales system that will process the video and text from a public-facing website.
You plan to notify users that their data has been processed by the sales system.
Which responsible AI principle does this help meet?
Answer: B
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/responsible-ai
NEW QUESTION # 356
You have a mobile app that manages printed forms.
You need the app to send images of the forms directly to Forms Recognizer to extract relevant information.
For compliance reasons, the image files must not be stored in the cloud.
In which format should you send the images to the Form Recognizer API endpoint?
Answer: B
Explanation:
The requirement is to process images of forms with Azure Form Recognizer (now part of Azure AI Document Intelligence) while ensuring that the image files are not stored in the cloud.
When sending images directly to the Form Recognizer REST API endpoint, you have two options:
* Send the file as binary data in the request body (for local file upload).
* Send a URL reference (if the file is stored in Azure Blob Storage or another public location).
Since the requirement explicitly states that the image files must not be stored in the cloud, you cannot send a URL. Instead, you must send the raw binary content of the file directly in the request body.
* Option A - raw image binary
* Correct. This allows you to directly send the local image file to the API without uploading/storing it in the cloud.
* Option B - form URL encoded
* Incorrect. Form Recognizer does not accept URL-encoded form data.
* Option C - JSON
* Incorrect. JSON is only used when providing the API with the URL of a cloud-stored document, not when sending the actual file.
The answer: A. raw image binary
* Form Recognizer REST API - Analyze a document
* Quickstart: Extract layout and text - Document Intelligence"If your document is available locally, pass the file as binary data in the request body." Microsoft References
NEW QUESTION # 357
You are examining the Text Analytics output of an application.
The text analyzed is: "Our tour guide took us up the Space Needle during our trip to Seattle last week." The response contains the data shown in the following table.
Which Text Analytics API is used to analyze the text?
Answer: D
NEW QUESTION # 358
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