Latest updates Microsoft Azure AI-100 exam dumps, valid AI-100 exam practice questions

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Exam AI-100: Designing and Implementing an Azure AI Solution:

Candidates for this exam analyze the requirements for AI solutions, recommend appropriate tools and technologies, and implements solutions that meet scalability and performance requirements.

Candidates translate the vision from solution architects and work with data scientists, data engineers, IoT specialists, and AI developers to build complete end-to-end solutions. Candidates design and implement AI apps and agents that use Microsoft Azure Cognitive Services and Azure Bot Service. Candidates can recommend solutions that use open source technologies.

Candidates understand the components that make up the Azure AI portfolio and the available data storage options.

Candidates implement AI solutions that use Cognitive Services, Azure bots, Azure Search, and data storage in Azure. Candidates understand when a custom API should be developed to meet specific requirements.

Skills measured

  • Analyze solution requirements (25-30%)
  • Design AI solutions (40-45%)
  • Implement and monitor AI solutions (25-30%)

Latest updates Microsoft Azure AI-100 exam practice questions

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,
others might not have a correct solution. After you answer a question in this section, you will NOT be able to return to it.
As a result, these questions will not appear in the review screen.
You create several Al 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 enable Model data collection.
Does this meet the goal?
A. Yes
B. No
Correct Answer: A
You need to enable Model data collection.

You are developing an application that will perform clickstream analysis. The application will ingest and analyze millions
of messages in the real time.
You need to ensure that communication between the application and devices is bidirectional.
What should you use for data ingestion and stream processing? To answer, select the appropriate options in the answer
NOTE: Each correct selection is worth one point.
Hot Area:lead4pass ai-100 exam question q2

Correct Answer:

lead4pass ai-100 exam question q2-1

Box 1: Azure IoT Hub
Azure IoT Hub is the cloud gateway that connects IoT devices to gather data and drive business insights and
automation. In addition, IoT Hub includes features that enrich the relationship between your devices and your backend
Bidirectional communication capabilities mean that while you receive data from devices you can also send commands
and policies back to devices.
Note on why not Azure Event Hubs: An Azure IoT Hub contains an Event Hub and hence essentially is an Event Hub
plus additional features. An important additional feature is that an Event Hub can only receive messages, whereas an
Hub additionally can also send messages to individual devices. Further, an Event Hub has access security on hub level,
whereas an IoT Hub is aware of the individual devices and can grand and revoke access on device level.
Box 2: Azure Hdinsight with Azure Machine Learning service

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:lead4pass ai-100 exam question q3

Correct Answer:

lead4pass ai-100 exam question q3-1

A data scientist deploys a deep learning model on an Fsv2 virtual machine.
Data analysis is slow.
You need to recommend which virtual machine series the data scientist must use to ensure that data analysis occurs as
quickly as possible.
Which series should you recommend?
B. B
D. Ev3
Correct Answer: A
The N-series is a family of Azure Virtual Machines with GPU capabilities. GPUs are ideal for compute and graphics-
intensive workloads, helping customers to fuel innovation through scenarios like high- end remote visualisation, deep
learning and predictive analytics. The ND-series is focused on training and inference scenarios for deep learning. It uses
the NVIDIA Tesla P40 GPUs. The latest version – NDv2 – features the NVIDIA Tesla V100 GPUs.

You plan to deploy two AI applications named AI1 and AI2. The data for the applications will be stored in a relational
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.

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?
A. Azure Blob storage
B. Azure Cosmos DB
C. Azure HDInsight
D. Azure Table storage
Correct Answer: D
Table Storage is a NoSQL key-value store for rapid development using massive semi-structured datasets You can
develop applications on Cosmos DB using popular NoSQL APIs. Both services have a different scenario and pricing
model. While Azure Storage Tables is aimed at high capacity on a single region (optional secondary read only region
but no failover), indexing by PK/RK and storage-optimized pricing; Azure Cosmos DB Tables aims for high throughput
(single-digit millisecond latency), global distribution (multiple failover), SLA- backed predictive performance with
automatic indexing of each attribute/property and a pricing model focused on throughput.

You plan to deploy Azure loT Edge devices that will each store more than 10,000 images locally and classify the images
by using a Custom Vision Service classifier. Each image is approximately 5 MB. You need to ensure that the images
persist on the devices for 14 days.
What should you use?
A. the device cache
B. Azure Blob storage on the loT Edge devices
C. Azure Stream Analytics on the loT Edge devices
D. Microsoft SQL Server on the loT Edge devices
Correct Answer: B

You are designing a solution that will use the Azure Content Moderator service to moderate user- generated content.
You need to moderate custom predefined content without repeatedly scanning the collected content.
Which API should you use?
A. Term List API
B. Text Moderation API
C. Image Moderation API
D. Workflow API
Correct Answer: A
The default global list of terms in Azure Content Moderator is sufficient for most content moderation needs.
However, you might need to screen for terms that are specific to your organization. For example, you might want to tag
competitor names for further review. Use the List Management API to create custom lists of terms to use with the Text
Moderation API. The Text – Screen operation scans your text for profanity, and also compares text against custom and
shared blacklists.
Incorrect Answers:
B: Use the Text Moderation API in Azure Content Moderator to scan your text content. The operation scans your
content for profanity, and compares the content against custom and shared blacklists.

You need to integrate the new Bookings app and the Butler chatbot.
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.
Select and Place:lead4pass ai-100 exam question q9

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lead4pass ai-100 exam question q9-1

You are designing a solution that will ingest data from an Azure IoT Edge device, preprocess the data in Azure Machine
Learning, and then move the data to Azure HDInsight for further processing.
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:lead4pass ai-100 exam question q10

Correct Answer:

lead4pass ai-100 exam question q10-1

Box 1: Export Data The Export data to Hive option in the Export Data module in Azure Machine Learning Studio. This
option is useful when you are working with very large datasets, and want to save your machine learning experiment data
to a Hadoop cluster or HDInsight distributed storage. Box 2: Apache Hive Apache Hive is a data warehouse system for
Apache Hadoop. Hive enables data summarization, querying, and analysis of data. Hive queries are written in HiveQL,
which is a query language similar to SQL. Box 3: Azure Data Lake Default storage for the HDFS file system of
HDInsight clusters can be associated with either an Azure Storage account or an Azure Data Lake Storage.

You plan to build an application that will perform predictive analytics. Users will be able to consume the application data
by using Microsoft Power Bl or a custom website. You need to ensure that you can audit application usage. Which
auditing solution should you use?
A. Azure Storage Analytics
B. Azure Application Insights
C. Azure diagnostic logs
D. Azure Active Directory (Azure AD) reporting
Correct Answer: A

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:lead4pass ai-100 exam question q12

Correct Answer:

lead4pass ai-100 exam question q12-1

Box 1: Azure IOT Edge Example:

lead4pass ai-100 exam question q12-2

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

You need to build an interactive website that will accept uploaded images, and then ask a series of predefined questions
based on each image.
Which services should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Hot Area:lead4pass ai-100 exam question q13

Correct Answer:

lead4pass ai-100 exam question q13-1

Box 1: Azure Bot Service Box 2: Computer Vision The Computer Vision Analyze an image feature, returns information
about visual content found in an image. Use tagging, domain-specific models, and descriptions in four languages to
identify content and label it with confidence. Use Object Detection to get location of thousands of objects within an
image. Apply the adult/racy settings to help you detect potential adult content. Identify image types and color schemes
in pictures.

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