Microsoft Microsoft Certifications AI-100 Questions & Answers
Question 171:
You have deployed 1,000 sensors for an AI application that you are developing. The sensors generate large amounts data that is ingested on an hourly basis.
You want your application to analyze the data generated by the sensors in real-time.
Which of the following actions should you take?
A. Make use of Azure Kubernetes Service (AKS)
B. Make use of Azure Cosmos DB
C. Make use of an Azure HDInsight Hadoop cluster
D. Make use of Azure Data Factory
Correct Answer: A
To analyze the data generated by the sensors in real-time, you can make use of Azure Kubernetes Service (AKS). AKS is a container orchestration service that allows you to deploy, manage, and scale containerized applications. By deploying your AI application on AKS, you can process the data in real-time using containers and take advantage of the scalability and flexibility offered by AKS.
Question 172:
You are developing an AI application for your company. The application that uses batch processing to analyze data in JSON and PDF documents.
You want to store the JSON and PDF documents in Azure. You want to ensure data persistence while keeping costs at a minimum.
Which of the following actions should you take?
A. Make use of Azure Blob storage
B. Make use of Azure Cosmos DB
C. Make use of Azure Databricks
D. Make use of Azure Table storage
Correct Answer: A
The following technologies are recommended choices for batch processing solutions in Azure.
Azure Storage Blob Containers. Many existing Azure business processes already use Azure blob storage, making this a good choice for a big data store.
Azure Data Lake Store. Azure Data Lake Store offers virtually unlimited storage for any size of file, and extensive security options, making it a good choice for extremely large-scale big data solutions that require a centralized store for data in
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?
A. Make use of Azure Synapse Analytics.
B. Make use of Azure Data Lake Storage.
C. Make use of Azure Blob Storage.
D. Make use of Azure Databricks.
Correct Answer: C
Azure Blob Storage is a cost-effective solution for storing large amounts of unstructured data, such as videos. It provides scalable storage capacity at a lower cost compared to other storage options. With Blob Storage, you can store and manage the captured videos from hundreds of surveillance cameras.
Question 174:
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?
A. Use Azure API Apps to upload the data.
B. Use Azure Bot Service to upload the data.
C. Use Azure Data Factory (ADF) to upload the data.
D. Use Azure Machine Learning to upload the data.
Correct Answer: C
Azure Data Factory (ADF) is a cloud-based data integration service that allows you to create data-driven workflows for orchestrating and automating data movement and transformation. In this scenario, ADF can be used to schedule and automate the process of uploading the parsed image data to Azure Storage once a week.
ADF provides a cost-effective solution as it allows you to define data pipelines without the need for extensive infrastructure setup or management. It can handle large-scale data transfers efficiently and provides built-in connectors for Azure Storage, enabling seamless integration with the storage service.
Using Azure API Apps or Azure Bot Service would not be the most suitable options for uploading data to Azure Storage as they are primarily designed for building APIs or developing conversational agents, respectively. Azure Machine Learning is a platform for developing and deploying machine learning models, not specifically designed for data uploading tasks.
Question 175:
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?
A. Make use of Text Analytics.
B. Make use of Content Moderator.
C. Make use of QnA Maker.
D. Make use of Language API.
Correct Answer: D
The Language API is designed to handle multilingual text processing and understanding. It provides various capabilities such as language detection, translation, sentiment analysis, and named entity recognition. By using the Language API, you can develop an interactive AI application that supports multiple languages, including English, French, Spanish, Portuguese, and German.
Question 176:
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 IoT Hub.
Does this action accomplish your objective?
A. Yes, it does
B. No, it does not
Correct Answer: A
By making use of Microsoft Azure IoT Hub, you can accomplish your objective of processing the sensor data generated by Azure IoT Edge devices and writing configuration changes back to the devices.
Azure IoT Hub is a managed service that acts as a central hub for bi-directional communication between IoT devices and the cloud. It provides device management, telemetry ingestion, and command and control capabilities. With Azure IoT Hub, you can easily connect and manage your IoT devices, including Azure IoT Edge devices.
Using Azure IoT Hub, you can ingest the measurement data from temperature sensors deployed on the Azure IoT Edge devices. You can then process this data in the cloud using Azure services such as Azure Stream Analytics, Azure Functions, or Azure Machine Learning. Once processed, you can send configuration changes or commands back to the devices through Azure IoT Hub, enabling you to remotely update the device configurations.
Question 177:
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.
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
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.
Which two services should be implemented so that Butler can find available rooms on the technical requirements? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.
Nowadays, the certification exams become more and more important and required by more and more enterprises when applying for a job. But how to prepare for the exam effectively? How to prepare for the exam in a short time with less efforts? How to get a ideal result and how to find the most reliable resources? Here on Vcedump.com, you will find all the answers. Vcedump.com provide not only Microsoft exam questions, answers and explanations but also complete assistance on your exam preparation and certification application. If you are confused on your AI-100 exam preparations and Microsoft certification application, do not hesitate to visit our Vcedump.com to find your solutions here.