Question 6 of 292

You are developing a new sales system that will process the video and text from a public-facing website.

You plan to monitor the sales system to ensure that it provides equitable results regardless of the user's location or background.

Which two responsible AI principles provide guidance to meet the monitoring requirements? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

    Correct Answer: B, C

    The two responsible AI principles that are relevant to ensuring equitable results regardless of the user's location or background are fairness and inclusiveness. Fairness involves ensuring that the AI systems do not discriminate and provide equitable results for all users, minimizing biases related to characteristics such as location and background. Inclusiveness is about designing systems that are accessible and usable by the widest possible range of people, considering diverse characteristics and backgrounds. These principles help in monitoring the system to ensure it treats all users equally and does not exclude any particular group.

Question 7 of 292

DRAG DROP -

You plan to use containerized versions of the Anomaly Detector API on local devices for testing and in on-premises datacenters.

You need to ensure that the containerized deployments meet the following requirements:

✑ Prevent billing and API information from being stored in the command-line histories of the devices that run the container.

✑ Control access to the container images by using Azure role-based access control (Azure RBAC).

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.

NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.

Select and Place:

    Correct Answer:

    Step 1: Pull the Anomaly Detector container image.

    Step 2: Create a custom Dockerfile

    Step 3: Push the image to an Azure container registry.

    To push an image to an Azure Container registry, you must first have an image.

    Step 4: Distribute the docker run script

    Use the docker run command to run the containers.

    Reference:

    https://docs.microsoft.com/en-us/azure/container-registry/container-registry-intro

Question 8 of 292

HOTSPOT -

You plan to deploy a containerized version of an Azure Cognitive Services service that will be used for text analysis.

You configure https://contoso.cognitiveservices.azure.com as the endpoint URI for the service, and you pull the latest version of the Text Analytics

Sentiment Analysis container.

You need to run the container on an Azure virtual machine by using Docker.

How should you complete the command? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Hot Area:

    Correct Answer:

    Box 1: mcr.microsoft.com/azure-cognitive-services/textanalytics/sentiment

    To run the Sentiment Analysis v3 container, execute the following docker run command. docker run --rm -it -p 5000:5000 --memory 8g --cpus 1 \ mcr.microsoft.com/azure-cognitive-services/textanalytics/sentiment \

    Eula=accept \

    Billing={ENDPOINT_URI} \

    ApiKey={API_KEY} is the endpoint for accessing the Text Analytics API. https://.cognitiveservices.azure.com

    Box 2: https://contoso.cognitiveservices.azure.com

    {ENDPOINT_URI} is the endpoint for accessing the Text Analytics API: https://.cognitiveservices.a The endpoint for accessing the Text

    Analytics API. zure.com -

    Reference:

    https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/how-tos/text-analytics-how-to-install-containers?tabs=sentiment

Question 9 of 292

You have the following C# method for creating Azure Cognitive Services resources programmatically.

You need to call the method to create a free Azure resource in the West US Azure region. The resource will be used to generate captions of images automatically.

Which code should you use?

    Correct Answer: A

    To create an Azure Cognitive Service resource for generating captions of images automatically, the Computer Vision service is the appropriate choice, as it includes pre-built capabilities for image analysis, including caption generation. Furthermore, the F0 tier indicates a free tier for the service, which matches the requirement of creating a free Azure resource. Therefore, the correct invocation of the method is to use the ComputerVision kind with the F0 account tier in the specified location, which corresponds to the correct option.

Question 10 of 292

You successfully run the following HTTP request.

POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc-a54745f708a1/resourceGroups/RG1/providers/

Microsoft.CognitiveServices/accounts/contoso1/regenerateKey?api-version=2017-04-18

Body{"keyName": "Key2"}

What is the result of the request?

    Correct Answer: D

    The HTTP POST request targets the Azure Cognitive Services account and specifies Key2 in the body. This means the operation is intended to regenerate the secondary subscription key, commonly referred to as Key2. Regenerating a key essentially means resetting the key, producing a new key value and invalidating the old one. There is no indication that this process involves generating a new query key or involves Azure Key Vault. The request is clearly for the secondary subscription key, making the correct answer that the secondary subscription key was reset.