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Exam2pass > Microsoft > Microsoft Certifications > AI-100 > AI-100 Online Practice Questions and Answers

AI-100 Online Practice Questions and Answers

Questions 4

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while

others might not have a correct solution.

After you answer a question, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You create several API models in Azure Machine Learning Studio.

You deploy the models to a production environment.

You need to monitor the compute performance of the models.

Solution: You create environment files.

Does this meet the goal?

A. Yes

B. No

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Correct Answer: B

You need to enable Model data collection.

References: https://docs.microsoft.com/en-us/azure/machine-learning/service/how-to-enable-data-collection

Questions 5

You deploy an Azure bot.

You need to collect Key Performance Indicator (KPI) data from the bot. The type of data includes:

1.

The number of users interacting with the bot

2.

The number of messages interacting with the bot

3.

The number of messages on different channels received by the bot

4.

The number of users and messages continuously interacting with the bot What should you configure?

A. Bot analytics

B. Azure Monitor

C. Azure Analysis Services

D. Azure Application Insights

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Correct Answer: A

References: https://docs.microsoft.com/en-us/azure/bot-service/bot-service-manage-analytics?view=azure-bot-service-4.0

Questions 6

You have thousands of images that contain text.

You need to process the text from the images to a machine-readable character stream. Which Azure Cognitive Services service should you use?

A. the Image Moderation API

B. Text Analytics

C. Translator Text

D. Computer Vision

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Correct Answer: D

With Computer Vision you can detect text in an image using optical character recognition (OCR) and extract the recognized words into a machine-readable character stream. Incorrect Answers:

A: Use Content Moderator's machine-assisted image moderation and human-in-the-loop Review tool to moderate images for adult and racy content. Scan images for text content and extract that text, and detect faces. You can match images

against custom lists, and take further action.

Reference:

https://azure.microsoft.com/en-us/services/cognitive-services/computer-vision/

https://docs.microsoft.com/en-us/azure/cognitive-services/content-moderator/image-moderation-api

Questions 7

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while

others might not have a correct solution.

After you answer a question, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You are developing an application that uses an Azure Kubernetes Service (AKS) cluster.

You are troubleshooting a node issue.

You need to connect to an AKS node by using SSH.

Solution: You add an SSH key to the node, and then you create an SSH connection.

Does this meet the goal?

A. Yes

B. No

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Correct Answer: A

By default, SSH keys are generated when you create an AKS cluster. If you did not specify your own SSH keys when you created your AKS cluster, add your public SSH keys to the AKS nodes. You also need to create an SSH connection to the AKS node.

References: https://docs.microsoft.com/en-us/azure/aks/ssh

Questions 8

You are implementing the Language Understanding (LUIS) API and are building a GDPR-compliant bot by using the Bot Framework.

You need to recommend a solution to ensure that the implementation of LUIS is GDPR-compliant.

What should you include in the recommendation?

A. Enable active learning for the bot.

B. Configure the bot to send the active learning preference of a user.

C. Delete the utterances from Review endpoint utterances.

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Correct Answer: C

Deleting personal data from the device or service and can be used to support your obligations under the GDPR.

References: https://docs.microsoft.com/bs-latn-ba/azure/cognitive-services/luis/luis-user-privacy

Questions 9

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while

others might not have a correct solution.

After you answer a question, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You have an Azure SQL database, an Azure Data Lake Storage Gen 2 account, and an API developed by using Azure Machine Learning Studio.

You need to ingest data once daily from the database, score each row by using the API, and write the data to the storage account.

Solution: You create a scheduled Jupyter Notebook in Azure Databricks.

Does this meet the goal?

A. Yes

B. No

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Correct Answer: B

We need to schedule the job in Azure Data Factory.

Questions 10

You are developing the workflow for an Azure Machine Learning solution. The solution must retrieve data from the following on-premises sources:

Windows Server 2016 File servers

Microsoft SQL Server databases

Oracle databases Which of the following actions should you take?

A. Make use of Azure Data Factory to retrieve the data.

B. Make use of Azure Databricks to retrieve the data.

C. Make use of Azure Stream Analytics to retrieve the data.

D. Make use of Azure Synapse Analytics to retrieve the data.

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Correct Answer: A

Azure Data Factory is a cloud-based data integration service that allows you to orchestrate and automate the movement and transformation of data from various sources, including on-premises sources, to your desired destinations. It provides connectivity options and data integration capabilities to pull data from on-premises sources and load it into Azure for further processing and analysis in your Azure Machine Learning workflow.

Questions 11

You have deployed several Azure IoT Edge devices for an AI solution. The Azure IoT Edge devices generate measurement data from temperature sensors.

You need a solution to process the sensor data. Your solution must be able to write configuration changes back to the devices.

You make use of Microsoft Azure Event Hub.

Does this action accomplish your objective?

A. Yes, it does

B. No, it does not

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Correct Answer: B

Use Microsoft Azure IoT Hub instead.

Reference:

https://azure.microsoft.com/en-us/resources/samples/functions-js-iot-hub-processing/

Questions 12

You are developing a mobile app for a conference provider. The mobile app will use speech-to-text to provide real-time transcription at a conference.

You need to ensure that the app can identify participants at the conference when they make contributions.

What actions should you take?

A. Instruct each participant to record the conference in the .wav format.

B. Instruct each participant to create a voice signature.

C. Instruct each participant to sign up for Azure Speech Services.

D. Instruct each participant to install the Speech SDK on their mobile device.

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Correct Answer: B

The first step is to create voice signatures for the conversation participants. Creating voice signatures is required for efficient speaker identification.

Note: In addition to the standard baseline model used by the Speech Services, you can customize models to your needs with available data, to overcome speech recognition barriers such as speaking style, vocabulary and background noise.

Reference:

https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/how-to-use-conversation-transcription

Questions 13

You need to meet the testing requirements for the data scientists.

Which three actions should you perform? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

A. Deploy an Azure Kubernetes Service (AKS) cluster to the East US 2 region

B. Get the docker image from mcr.microsoft.com/azure-cognitive-services/sentiment:latest

C. Deploy an Azure an Azure Container Service cluster to the West Europe region

D. Export the production version of the Language Understanding (LUIS) app

E. Deploy a Kubernetes cluster to Azure Stack

F. Get the docker image from mcr.microsoft.com/azure-cognitive-services/luis:latest

G. Export the staging version of the Language and Understanding (LUIS) app

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Correct Answer: EFG

Scenario: Data scientists must test Butler by using ASDK.

Note: Contoso wants to provide a new version of the Bookings app that will provide a highly available, reliable service for booking travel packages by interacting with a chatbot named Butler.

E: The ASDK (Azure Stack Development Kit) is meant to provide an environment in which you can evaluate Azure Stack and develop modern applications using APIs and tooling consistent with Azure in a non-production environment. Microsoft Azure Stack integrated systems range in size from 4-16 nodes, and are jointly supported by a hardware partner and Microsoft.

F: The Language Understanding (LUIS) container loads your trained or published Language Understanding model, also known as a LUIS app, into a docker container and provides access to the query predictions from the container's API endpoints.

Use the docker pull command to download a container image from the mcr.microsoft.com/azure-cognitive-services/luis repository: docker pull mcr.microsoft.com/azure-cognitive-services/luis:latest

G: You can test using the endpoint with a maximum of two versions of your app. With your main or live version of your app set as the production endpoint, add a second version to the staging endpoint.

Reference: https://docs.microsoft.com/en-us/azure-stack/asdk/asdk-what-is https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-container-howto https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-concept-test

Exam Code: AI-100
Exam Name: Designing and Implementing an Azure AI Solution
Last Update: Oct 31, 2023
Questions: 231

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