What does this exam cover?

Designing and implementing Azure AI solutions.

You are designing a business application that will use Azure Cognitive Services to parse images of business forms. You have the following requirements: Parsed image data must be uploaded to Azure Storage once a week. The solution must minimize infrastructure costs. What should you do?

Correct Answer: Use Azure Bot Service to upload the data.

You need to recommend a data storage solution that meets the technical requirements. What is the best data storage solution to recommend? More than one answer choice may achieve the goal. Select the BEST answer.

Correct Answer: Azure Cosmos DB

You need to design the Butler chatbot solution to meet the technical requirements. What is the best channel and pricing tier to use? More than one answer choice may achieve the goal. Select the BEST answer.

Correct Answer: Standard channels that use the Free pricing tier

Which RBAC role should you assign to the KeyManagers group?

Correct Answer: Cognitive Services User

You design an AI solution that uses an Azure Stream Analytics job to process data from an Azure IoT hub. The IoT hub receives time series data from thousands of IoT devices at a factory. The job outputs millions of messages per second. Different applications consume the messages as they are available. The messages must be purged. You need to choose an output type for the job. What is the best output type to achieve the goal? More than one answer choice may achieve the goal.

Correct Answer: Azure SQL Database

You need to create a new app that will consume resources from the following Azure Cognitive Services APIs: ✑ Face API ✑ Bing Search ✑ Text Analytics ✑ Translator Text ✑ Language Understanding (LUIS) The solution must prepare the development environment as quickly as possible. What should you create first from the Azure portal?

Correct Answer: a Cognitive Services resource

You are developing an AI application that will perform the following functions: Capture video from hundreds of surveillance cameras. Recognize faces in the captured videos. You want to save the captured videos in Azure but you also want to keep costs to a minimum. Which of the following actions could you take?

Correct Answer: Make use of Azure Blob Storage.

You design an AI workflow that combines data from multiple data sources for analysis. The data sources are composed of: ✑ JSON files uploaded to an Azure Storage account ✑ On-premises Oracle databases ✑ Azure SQL databases Which service should you use to ingest the data?

Correct Answer: Azure Data Factory

The development team at your company builds a bot by using C# and .NET. You need to deploy the bot to Azure. Which tool should you use?

Correct Answer: the .NET Core CLI

You are developing a Microsoft Bot Framework app that consumes structured NoSQL data. The app has the following data storage requirements: Data must be stored in Azure. Data persistence must be ensured. You want to keep costs at a minimum. Which of the following actions should you take?

Correct Answer: Make use of Azure Cosmos DB

You are designing an AI solution that will analyze millions of pictures. You need to recommend a solution for storing the pictures. The solution must minimize costs. Which storage solution should you recommend?

Correct Answer: Azure Table storage

You need to deploy cognitive search. You provision an Azure Search service. What should you do next?

Correct Answer: Search by using the REST API.

You are using Azure Cognitive Services to create an interactive AI application that will be deployed for a world-wide audience. You want the app to support multiple languages, including English, French, Spanish, Portuguese, and German. Which of the following actions should you take?

Correct Answer: Make use of Text Analytics.

You are configuring data persistence for a Microsoft Bot Framework application. The application requires a structured NoSQL cloud data store. You need to identify a storage solution for the application. The solution must minimize costs. What should you identify?

Correct Answer: Azure Blob storage

You need to design an application that will analyze real-time data from financial feeds. The data will be ingested into Azure IoT Hub. The data must be processed as quickly as possible in the order in which it is ingested. Which service should you include in the design?

Correct Answer: Azure Stream Analytics

Your company has deployed 1,000 Internet-connected sensors for an AI application. The sensors generate large amounts new data on an hourly basis. The data generated by the sensors are currently stored on an on-premises server. You must meet the following requirements: Move the data to Azure so that you can perform advanced analytics on the data. Ensure data persistence. Keep costs at a minimum. Which of the following actions should you take?

Correct Answer: Make use of Azure Blob storage

You have an Azure Machine Learning model that is deployed to a web service. You plan to publish the web service by using the name ml.contoso.com. You need to recommend a solution to ensure that access to the web service is encrypted. Which three actions should you recommend? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Correct Answer: Add a deployment slot

You are designing an AI solution that will provide feedback to teachers who train students over the Internet. The students will be in classrooms located in remote areas. The solution will capture video and audio data of the students in the classrooms. You need to recommend Azure Cognitive Services for the AI solution to meet the following requirements: ✑ Alert teachers if a student seems angry or distracted. ✑ Identify each student in the classrooms for attendance purposes. ✑ Allow the teachers to log the text of conversations between themselves and the students. Which Cognitive Services should you recommend?

Correct Answer: Text Analytics, QnA Maker, and Computer Vision

You deploy an Azure bot. You need to collect Key Performance Indicator (KPI) data from the bot. The type of data includes: ✑ The number of users interacting with the bot ✑ The number of messages interacting with the bot ✑ The number of messages on different channels received by the bot ✑ The number of users and messages continuously interacting with the bot What should you configure?

Correct Answer: Azure Application Insights

You are developing a Microsoft Bot Framework application. The application consumes structured NoSQL data that must be stored in the cloud. You implement Azure Blob storage for the application. You want access to the blob store to be controlled by using a role. You implement Azure Active Directory (Azure AD) integration on the storage account. Does this action accomplish your objective?

Correct Answer: No, it does not

Your company recently deployed several hardware devices that contain sensors. The sensors generate new data on an hourly basis. The data generated is stored on-premises and retained for several years. During the past two months, the sensors generated 300 GB of data. You plan to move the data to Azure and then perform advanced analytics on the data. You need to recommend an Azure storage solution for the data. Which storage solution should you recommend?

Correct Answer: Azure Cosmos DB

You create an Azure Cognitive Services resource. A developer needs to be able to retrieve the keys used by the resource. The solution must use the principle of least privilege. What is the best role to assign to the developer?

Correct Answer: Security Reader

Your company develops an API application that is orchestrated by using Kubernetes. You need to deploy the application. Which three actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Correct Answer: Create a Web App for Containers.

You plan to design an application that will use data from Azure Data Lake and perform sentiment analysis by using Azure Machine Learning algorithms. The developers of the application use a mix of Windows- and Linux-based environments. The developers contribute to shared GitHub repositories. You need all the developers to use the same tool to develop the application. What is the best tool to use? More than one answer choice may achieve the goal.

Correct Answer: Microsoft Visual Studio Code

Your company plans to develop a mobile app to provide meeting transcripts by using speech-to-text. Audio from the meetings will be streamed to provide real-time transcription. You need to recommend which task each meeting participant must perform to ensure that the transcripts of the meetings can identify all participants. Which task should you recommend?

Correct Answer: Sign up for Azure Speech Services.

Your company plans to deploy an AI solution that processes IoT data in real-time. You need to recommend a solution for the planned deployment that meets the following requirements: ✑ Sustain up to 50 Mbps of events without throttling. ✑ Retain data for 60 days. What should you recommend?

Correct Answer: Microsoft Azure Data Factory

You have several AI applications that use an Azure Kubernetes Service (AKS) cluster. The cluster supports a maximum of 32 nodes. You discover that occasionally and unpredictably, the application requires more than 32 nodes. You need to recommend a solution to handle the unpredictable application load. Which scaling method should you recommend?

Correct Answer: horizontal pod autoscaler

You are designing a solution that will use the Azure Content Moderator service to moderate user-generated content. You need to moderate content containing certain phrases without repeatedly scanning the collected content. Which two APIs should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.)

Correct Answer: Text Moderation API

You plan to deploy a global healthcare app named App1 to Azure. App1 will use Azure Cognitive Services APIs. Users in the United Kingdom, Canada, and the United States will connect to App1. You need to recommend an app deployment solution to ensure that all the personal data of the users remain in their country or origin only. Which three Azure services should you recommend deploying to each Azure region? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Correct Answer: Azure Traffic Manager

You are developing a Microsoft Bot Framework application. The application consumes structured NoSQL data that must be stored in the cloud. You implement Azure Blob storage for the application. You want access to the blob store to be controlled by using a role. You implement On-premises Active Directory Domain Services (AD DS). Does this action accomplish your objective?

Correct Answer: No, it does not

You are developing an AI application that will use keys stored in an Azure Key Vault. You want to configure the Azure Key Vault to ensure that a key that is deleted is retained in the key vault for 90 days. What should you do? Recently, a key used by the application was deleted accidentally and was unrecoverable. You need to ensure that if a key is deleted, it is retained in the key vault for 90 days. What should you do?

Correct Answer: In the Azure Portal, configure Azure Monitor for Key Vault.

You have an Azure Machine Learning experiment that must comply with GDPR regulations. You need to track compliance of the experiment and store documentation about the experiment. What should you use?

Correct Answer: Compliance Manager

You are designing the infrastructure for an AI solution that will analyze data stored in Azure Blob storage. You want to encrypt the storage account by using a key generated by the hardware security module (HSM) of your company. What should you do first?

Correct Answer: Generate an access key.

You are designing an AI solution in Azure that will perform image classification. You need to identify which processing platform will provide you with the ability to update the logic over time. The solution must have the lowest latency for inferencing without having to batch. Which compute target should you identify?

Correct Answer: application-specific integrated circuits (ASICs)

You are designing an AI solution that will provide feedback to teachers who train students over the Internet. The students will be in classrooms located in remote areas. The solution will capture video and audio data of the students in the classrooms. You need to recommend Azure Cognitive Services for the AI solution to meet the following requirements: ✑ Alert teachers if a student facial expression indicates the student is angry or scared. ✑ Identify each student in the classrooms for attendance purposes. ✑ Allow the teachers to log voice conversations as text. Which Cognitive Services should you recommend?

Correct Answer: QnA Maker and Computer Vision

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Designing and Implementing an Azure AI Solution

Design and implement Azure AI solutions with confidence.

4.8★★★★★(268 ratings)

12,724 studentsIntermediate

Learn to plan and deliver AI solutions using Microsoft Azure services. The exam covers AI application design, responsible implementation, and integration with cloud capabilities that support intelligent workloads. This certification is valuable for professionals building practical AI solutions in Azure. It helps you translate business needs into AI systems that are scalable and effective.

What you'll learn

Design Azure AI solutions- Integrate AI services- Support responsible AI- Deploy intelligent workloads- Build cloud AI applications

AI-100

Lectures2

Quizzes0

Duration30 week

Students12,724

$20.00

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