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Exam AI-100: Designing and Implementing an Azure AI Solution (beta): https://www.microsoft.com/en-us/learning/exam-ai-100.aspx
Candidates for this exam analyze requirements for AI cloud-based and hybrid AI solutions, recommends appropriate tools and technologies,
and implements solutions that meet scalability and performance requirements.
Candidates are aware of the various components that make up the Microsoft Azure AI portfolio, related open source frameworks and technologies, and available data storage options. Candidates use their understanding of cost models, capacity, and best practices to architect and implement AI solutions.
pass4itsure AI-100 Skills measured
Analyze solution requirements (20-25%)
- Identify storage solutions
- Recommend tools, technologies, and processes to meet process flow requirements
- Map security requirements to tools, technologies, and processes
- Select software and services required to support the solution
Design solutions (30-35%)
- Design an AI solution that includes one or more pipelines
- Design the computer infrastructure to support a solution
- Design Intelligent Edge solutions
- Design data governance
- Design solutions that adhere to cost constraints
Integrate AI models into solutions (25-30%)
- Orchestrate an AI workflow
- Integrate AI services with solution components
- Integrate Intelligent Edge with solutions
Deploy and manage solutions (20-25%)
- Provision required cloud, on-premises, and hybrid environments
- Validate solutions to ensure compliance with data privacy and security requirements
- Monitor and evaluate the AI environment
Latest effective Microsoft other Certification AI-100 Exam Practice Tests
QUESTION 1
Your company has an Azure subscription that contains an Azure Active Directory (Azure AD) tenant.
Azure AD contains 500 user accounts for your company\\’s employees. Some temporary employees do NOT have user
accounts in Azure AD You are designing a storage solution for video files and metadata files.
You plan to deploy an application to perform analysis of the metadata files. You need to recommend an authentication
solution to provide links to the video files. The solution must provide access to each file for only five minutes.
What should you include in the recommendation?
A. Secondary Storage Key
B. Primary Storage Key
C. Shared Access Signature
D. Azure Active Directory
Correct Answer: A
QUESTION 2
You need to build and deploy a real-time media bot for Microsoft Skype on an Azure virtual machine.
The bot will use the Azure Bot Service. The solution must minimize the custom code.
Which environment and language should you use to develop the bot? To answer, select the appropriate options in the
answer area.
NOTE: Each correct selection is worth one point.
Hot Area:
Correct Answer:
QUESTION 3
You are designing a solution that will ingest temperature data from IoT devices, calculate the average temperature, and
then take action based on the aggregated data. The solution must meet the following requirements:
Minimize the amount of uploaded data.
Take action based on the aggregated data as quickly as possible.
What should you include in the solution? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:
Correct Answer:
Box 1: Azure Functions
Azure Function is a (serverless) service to host functions (a little piece of code) that can be used for. g. event-driven applications.
The general rule is always difficult since everything depends on your requirement but if you have to analyze a data stream,
you should take a look at Azure Stream Analytics and if you want to implement something like a serverless event-driven
or
timer-based application, you should check Azure Function or Logic Apps.
Note: Azure IoT Edge allows you to deploy complex event processing, machine learning, image recognition, and other
high-value AI without writing it in-house. Azure services like Azure Functions, Azure Stream Analytics, and Azure
Machine
Learning can all be run on-premises via Azure IoT Edge.
Box 2: An Azure IoT Edge device
Azure IoT Edge moves cloud analytics and custom business logic to devices so that your organization can focus on
business insights instead of data management.
References:
https://docs.microsoft.com/en-us/azure/iot-edge/about-iot-edge
QUESTION 4
You are designing a solution that uses drones to monitor remote locations for anomalies. The drones have Azure IoT
Edge devices. The solution must meet the following requirements:
Email a user the picture and location of an anomaly when an anomaly is detected.
Use a video stream to detect anomalies at the location.
Send the pictures and location information to Azure.
Use the latest amount of code possible.
You develop a custom vision Azure Machine Learning module to detect the anomalies.
Which service should you use for each requirement? To answer, drag the appropriate services to the correct
requirements. Each service may be used once, more than once, or not at all. You may need to drag the split bar
between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Select and Place:
Correct Answer:
Explanation/Reference:
Box 1: Azure IOT Edge Example:
You configure the Remote Monitoring solution to respond to anomalies detected by an IoT Edge device. IoT Edge
devices let you process telemetry at the edge to reduce the volume of telemetry sent to the solution and to enable faster
responses to events on devices. Box 2: Azure Functions Box 3: Azure Logic Apps
References: https://docs.microsoft.com/en-us/azure/iot-accelerators/iot-accelerators-remote-monitoring-edge
QUESTION 5
You are developing a Computer Vision application.
You plan to use a workflow that will load data from an on-premises database to Azure Blob storage, and then connect to
an Azure Machine Learning service.
What should you use to orchestrate the workflow?
A. Azure Kubernetes Service (AKS)
B. Azure Pipelines
C. Azure Data Factory
D. Azure Container Instances
Correct Answer: C
With Azure Data Factory you can use workflows to orchestrate data integration and data transformation processes at
scale. Build data integration, and easily transform and integrate big data processing and machine learning with the
visual interface.
References: https://azure.microsoft.com/en-us/services/data-factory/
QUESTION 6
You need to build a solution to monitor Twitter. The solution must meet the following requirements:
*
Send an email message to the marketing department when negative Twitter messages are detected.
*
Run sentiment analysis on Twitter messages that mention specific tags. *Use the least amount of custom code
possible.
Which two services should you include in the solution? Each correct answer presents part of the solution. NOTE: Each
correct selection is worth one point.
A. Azure Databricks
B. Azure Stream Analytics
C. Azure Functions
D. Azure Cognitive Services
E. Azure Logic Apps
Correct Answer: AD
QUESTION 7
You create an Azure Cognitive Services resource.
A data scientist needs to call the resource from Azure Logic Apps.
Which two values should you provide to the data scientist? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
A. endpoint URL
B. resource name
C. access key
D. resource group name
E. subscription ID
Correct Answer: BE
QUESTION 8
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 the correct solution. After you answer a question, you will NOT be able to return to it. As a result,
these questions will not appear on the review screen.
You have Azure IoT Edge devices that generate streaming data. On the devices, you need to detect anomalies in the
data by using Azure Machine Learning models.
Once an anomaly is detected, the devices must add information about the anomaly to the Azure IoT Hub stream.
Solution: You expose a Machine Learning model as an Azure web service.
Does this meet the goal?
A. Yes
B. No
Correct Answer: B
Instead, use Azure Stream Analytics and REST API.
Note. Available in both the cloud and Azure IoT Edge, Azure Stream Analytics offers built-in machine learning based
anomaly detection capabilities that can be used to monitor the two most commonly occurring anomalies:
temporary and persistent.
Stream Analytics supports user-defined functions, via REST API, which call out to Azure Machine Learning endpoints.
References:
https://docs.microsoft.com/en-us/azure/stream-analytics/stream-analytics-machine-learning-anomaly-detection
QUESTION 9
You need to build a pipeline for an Azure Machine Learning experiment.
In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area
and arrange them in the correct order.
Select and Place:
Correct Answer:
QUESTION 10
You plan to deploy an application that will perform image recognition. The application will store image data in two Azure
Blob storage stores named Blob! and Blob2. You need to recommend a security solution that meets the following
requirements:
*Access to Blobl must be controlled by using a role.
*Access to Blob2 must be time-limited and constrained to specific operations.
What should you recommend using to control access to each blob store? To answer, select the appropriate options in
the answer area. NOTE: Each correct selection is worth one point.
Hot Area:
Correct Answer:
QUESTION 11
You need to configure security for an Azure Machine Learning service used by groups of data scientists.
The groups must have access to only their own experiments and must be able to grant permissions to the members of
their team.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:
Correct Answer:
QUESTION 12
You are designing an Al application that will use an Azure Machine Learning Studio experiment. The source data
contains more than 200 TB of relational tables. The experiment will run once a month. You need to identify a data
storage solution for the application. The solution must minimize compute costs.
Which data storage solution should you identify?
A. Azure Database for MySQL
B. Azure SQL Database
C. Azure SQL Data Warehouse
Correct Answer: A
QUESTION 13
You plan to deploy two AI applications named AI1 and AI2. The data for the applications will be stored in a relational
database.
You need to ensure that the users of AI1 and AI2 can see only data in each user\\’s respective geographic region. The
solution must be enforced at the database level by using row-level security.
Which database solution should you use to store the application data?
A. Microsoft SQL Server on a Microsoft Azure virtual machine
B. Microsoft Azure Database for MySQL
C. Microsoft Azure Data Lake Store
D. Microsoft Azure Cosmos DB
Correct Answer: A
Row-level security is supported by SQL Server, Azure SQL Database, and Azure SQL Data Warehouse.
References: https://docs.microsoft.com/en-us/sql/relational-databases/security/row-level-security?view=sql- server-
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