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Microsoft AI-102 Exam Overview:

Aspect Details
Exam Name Microsoft AI-102: Designing and Implementing an Azure AI Solution
Exam Cost $165 USD
Total Time 180 minutes (2 hours 60 minutes)
Available Languages English, Japanese, Chinese (Simplified), Korean
Passing Marks 700 out of 1000
Exam Provider Microsoft

Designing and Implementing a Microsoft Azure AI Solution Exam Topics Breakdown

Domain Percentage Description
Plan and Manage an Azure AI Solution 15-20% Plan and manage Azure Cognitive Services, Azure Machine Learning, and Azure Bot Service resources.
Implement Computer Vision Solutions 20-25% Implement computer vision solutions using Azure Cognitive Services, Azure Custom Vision, and Azure Video Analyzer.
Implement Natural Language Processing Solutions 15-20% Implement natural language processing solutions using Azure Cognitive Services and Azure Language Understanding.
Implement Speech and Conversational AI Solutions 15-20% Implement speech and conversational AI solutions using Azure Cognitive Services, Azure Bot Service, and Azure Speech Services.
Manage AI Solutions 15-20% Implement and manage AI workloads and environments, monitor and evaluate AI solutions, and implement ethical and responsible AI.
Microsoft AI-102 Sample Question Answers

Question # 1

You are building a chatbot. You need to configure the chatbot to query a knowledge base. Which dialog class should you use?

A. AdaptiveDialog 
B. QnAMakerDialog 
C. ComponentDialog 
D. SkillDialog 

Question # 2

You are building a social media extension that will convert text to speech. The solution must meet the following requirements: • Support messages of up to 400 characters. • Provide users with multiple voice options. • Minimize costs. You create an Azure Cognitive Services resource. Which Speech API endpoint provides users with the available voice options?

A. https://uksouth.customvoice.apispeech.microsoft.eom/api/texttospeech/v3.0/longaudiosynt hesis/voices 
B. https://uksouth.tts.speech.microsoft.conT/cognitiveservices/voices/list 
C. https://uksouth.voice.speech.microsoft.com/cognitiveservices/v1?deploymentld = {deploymentld> 
D. https://uksouth.api.cognitive.microsoft.eom/speechtotext/v3.0/models/base 

Question # 3

Which property of a transactional workload guarantees that each transaction is treated as a single unit that either succeeds completely or tails completely?

A. isolation
B. atomicity
 C. consistency
 D. durability 

Question # 4

You are examining the Language service output of an application. The text analyzed is: Our tour guide took us up the Space Needle during our trip to Seattle last week. The response contains the data shown in the following table.  Which Language service API is used 10 analyze the Text?

A. Entity Linking 
B. Named Entity Recognition 
C. Key Phrase Extraction 
D. Sentiment Analysis

Question # 5

You plan to build an app that will generate a list of tags for uploaded images. The app must meet the following requirements: • Generate tags in a users preferred language. • Support English, French, and Spanish. • Minimize development effort You need to build a function that will generate the tags for the app. Which Azure service endpoint should you use?  

A. Custom Vision image classification 
B. Content Moderator Image Moderation 
C. Custom Translator 
D. Computer Vision image Analysis 

Question # 6

What is a characteristic of a non-relational database? 

A. full support for Transact-SGL 
B. a fixed schema
 C. self describing entities

Question # 7

You are building a retail kiosk system that will use a custom neural voice. You acquire audio samples and consent from the voice talent. You need to create a voice talent profile. What should you upload to the profile?

A. a five-minute wav or mp3 file of the voce talent describing the kiosk system 
B. a five-minute .flac audio file and the associated transcript as a w file 
C. a .wav or mp3 file of the voice talent consenting to the creation of a synthetic version of their voice 
D. a .zip file that contains 10-second .wav files and the associated transcripts as .txt files 

Question # 8

You have a SQL query that combines customer data and order data. The query includes calculated columns. You need to create a database object that would allow other users to rerun the same SOL query. What should you create?

A. an Index 
B. a view 
C. a scalar function 
D. a table 

Question # 9

What should you use to automatically delete blobs from Azure Blob Storage?

A. the change feed 
B. a lifecycle management policy 
C. soft delete 
D. archive storage

Question # 10

You are designing a conversational interface for an app that will be used to make vacation requests. The interface must gather the following data: • The start date of a vacation • The end date of a vacation • The amount of required paid time off The solution must minimize dialog complexity. Which type of dialog should you use?

A. Skill 
B. waterfall 
C. adaptive 
D. component

Question # 11

Which scenario is an example of a streaming workload?

A. sending transactions daily from point of sale (POS) devices 
B. sending cloud infrastructure metadata every 30 minutes 
C. sending transactions that are older than a month to an archive 
D. sending telemetry data from edge devices 

Question # 12

You have a chatbot that was built by using Microsoft Bot Framework and deployed to Azure. You need to configure the bot to support voice interactions. The solution must support multiple client apps. Which type of channel should you use?

A. Cortana 
B. Microsoft Teams 
C. Direct Line Speech

Question # 13

What are two benefits of platform as a service (PaaS) relational database offerings in Azure, such as Azure SQL Database? Each correct answer presents a complete solution. NOTE: Each correct selection Is worth one point. 

A. reduced administrative effort for managing the server infrastructure 
B. complete control over backup and restore processes 
C. in-database machine learning services S3 
D. access to the latest features 

Question # 14

What should you use to build a Microsoft Power Bi paginated report?

A. Power BI Report Builder 
B. Charciculator 
C. Power BI Desktop 
D. the Power BI service 

Question # 15

You develop a custom question answering project in Azure Cognitive Service for Language. The project will be used by a chatbot. You need to configure the project to engage in multi-turn conversations. What should you do?

A. Add follow-up prompts. 
B. Enable active learning. 
C. Add alternate questions.
 D. Enable chit-chat. 

Question # 16

Which database transaction property ensures that transactional changes to a database are preserved during unexpected operating system restarts?

A. durability 
B. atomicity
 C. consistency 
D. isolation 

Question # 17

What is the primary purpose of a data warehouse? 

A. to provide storage for transactional line-of-business (LOB) applications 
B. to provide transformation services between source and target data stores 
C. to provide read only storage of relational and non relational historical data 
D. to provide answers to complex queries that rely on data from multiple sources 

Question # 18

You are building a chatbot that will use question answering in Azure Cognitive Service forLanguage.You have a PDF named Docl.pdf that contains a product catalogue and a price listYou upload Docl.pdf and train the model.During testing, users report that the chatbot responds correctly to the following question:What is the price of < product>?The chatbot fails to respond to the following question: How much does <product* cost?You need to ensure that the chatbot responds correctly to both questions.Solution: From Language Studio, you create an entity for cost, and then retrain andrepublish the model.Does this meet the goal?

A. Yes 
B. No 

Question # 19

You are building an Al solution that will use Sentiment Analysis results from surveys to calculate bonuses for customer service staff. You need to ensure that the solution meets the Microsoft responsible Al principles. What should you do?

A. Add a human review and approval step before making decisions that affect the staffs financial situation 
B. Include the Sentiment Analysis results when surveys return a low confidence score. 
C. Use all the surveys, including surveys by customers who requested that their account be deleted and their data be removed. 
D. Publish the raw survey data to a central location and provide the staff with access to the location. 

Question # 20

Your company has a repotting solution that has paginated reports. The reports query a dimensional model in a data warehouse. Which type of processing does the reporting solution use?

A. Online Transaction Processing (OLTP) 
B. Online Analytical Processing (OLAP)
 C. batch processing
 D. stream processing

Question # 21

What ate two uses of data visualization? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point. 

A. Communicate the significance of data. 
B. Represent trends and patterns over time. 
C. Implement machine learning to predict future values. 
D. Enforce business logic across reports. 

Question # 22

You are building a chatbot. You need to configure the bot to guide users through a product setup process. Which type of dialog should you use? 

A. component 
B. waterfall
 C. adaptive 
D. action 

Question # 23

You successfully run the following HTTP request. POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedca54745f708a1/resourceGroups/RG1/p... sol/regenerateKey?api-version=2017-04-18 Body{"keyName": "Key2"} What is the result of the request? 

A. A key for Azure Cognitive Services was generated in Azure Key Vault. 
B. A new query key was generated. 
C. The primary subscription key and the secondary subscription key were rotated. 
D. The secondary subscription key was reset. 

Question # 24

You use the Microsoft Bot Framework Composer to build a chatbot that enables users to purchase items. You need to ensure that the users can cancel in-progress transactions. The solution must minimize development effort. What should you add to the bot?

A. a language generator 
B. a custom event 
C. a dialog trigger 
D. a conversation activity 

Question # 25

You have an Azure subscription that contains an Azure Cognitive Service for Language resource. You need to identify the URL of the REST interface for the Language service. Which blade should you use in the Azure portal?

A. Identity 
B. Keys and Endpoint 
C. Properties 
D. Networking 

Question # 26

You have data saved in the following format. Which format was used?

A. CSV 
B. JSON 
C. HTML 
D. YAML 

Question # 27

You need to measure the public perception of your brand on social media by using natural language processing. Which Azure service should you use?

A. Content Moderator 
B. Form Recognizer 
C. Computer Vision 
D. Language service 

Question # 28

You have a text-based chatbot. You need to enable content moderation by using the Text Moderation API of Content Moderator. Which two service responses should you use? Each correct answer presents part of the solution NOTE: Each correct selection is worth one point.

A. the adult classification score 
B. optical character recognition (OCR) 
C. personal data 
D. text classification 
E. the racy classification score

Question # 29

You train a Conversational Language Understanding model to understand the natural language input of users. You need to evaluate the accuracy of the model before deploying it. What are two methods you can use? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point. 

A. From the language authoring REST endpoint, retrieve the model evaluation summary. 
B. From Language Studio, enable Active Learning, and then validate the utterances logged for review. 
C. From Language Studio, select Model performance. 
D. From the Azure portal, enable log collection in Log Analytics, and then analyze the logs. 

Question # 30

You need to create a visualization of running sales totals per quarter as shown in the following exhibit. What should you create in Cower Bl Desktop;1

A. a waterfall chart 
B. a ribbon chart 
C. a bar chart 
D. a decomposition tree 

Question # 31

You have a mobile app that manages printed forms. You need the app to send images of the forms directly to Forms Recognizer to extract relevant information. For compliance reasons, the image files must not be stored in the cloud. In which format should you send the images to the Form Recognizer API endpoint?

A. raw image binary 
B. form URL encoded 
C. JSON

Question # 32

You have a factory that produces food products. You need to build a monitoring solution for staff compliance with personal protective equipment (PPE) requirements. The solution must meet the following requirements: • identify staff who have removed masks or safety glasses. • Perform a compliance check every 15 minutes. • Minimize development effort. • Minimize costs. Which service should you use?

A. Face 
B. Computer Vision 
C. Azure Video Analyzer for Media (formerly Video indexer) 

Question # 33

You need to measure the public perception of your brand on social media by using natural language processing. Which Azure service should you use?

A. Content Moderator 
B. Form Recognizer 
C. Computer Vision 
D. Language service 

Question # 34

You are developing a monitoring system that will analyze engine sensor data, such as rotation speed, angle, temperature, and pressure. The system must generate an alert in response to atypical values. What should you include in the solution?

A. Application Insights in Azure Monitor 
B. metric alerts in Azure Monitor 
C. Multivariate Anomaly Detection 
D. Univariate Anomaly Detection 

Question # 35

You are developing a new sales system that will process the video and text from a publicfacing website. You plan to monitor the sales system to ensure that it provides equitable results regardless of the user's location or background. Which two responsible AI principles provide guidance to meet the monitoring requirements? Each correct answer presents part of the solution. (Choose two.) NOTE: Each correct selection is worth one point.

A. transparency 
B. fairness 
C. inclusiveness 
D. reliability and safety 
E. privacy and security

Question # 36

You are building a Conversational Language Understanding model. You need to ensure that the model will support the following sample utterances: • Set all the lights to on. • Turn off the lights in the living room. • What is the current thermostat temperature? • Lower the temperature of the thermostat by five degrees. Which three elements should you add to the model? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point. 

A. a location Intent 
B. a change setting entity 
C. a device intent 
D. a change setting intent 
E. a query setting intent
 F. a device entity 

Question # 37

Which Azure Storage service implements the key/value model?

A. Azure Files 
B. Azure Blob 
C. Azure Table 
D. Azure Queue 

Question # 38

Which database transaction property ensures that individual transactions are executed only once and either succeed in their entirety or roll back?

A. consistency 
B. isolation
 C. atomicity 
D. durability

Question # 39

You have an Azure subscription that contains an Anomaly Detector resource. You deploy a Docker host server named Server 1 to the on-premises network. You need to host an instance of the Anomaly Detector service on Server 1. Which parameter should you include in the docker run command?

A. Fluentd 
B. Billing 
C. Http Proxy 
D. Mounts 

Question # 40

Which statement is an example of Data Manipulation Language (DML)?

A. Revoke 
B. UPDATE
C. DROP 
D. CREATE 

Question # 41

Your company needs to implement a relational database in Azure. The solution must minimize ongoing maintenance. Which Azure service should you use?

A. SQL Server on Azure Virtual Machines 
B. Azure SOL Database 
C. Azure HDInsight 
D. Azure Cosmos DB 

Question # 42

You have an Azure subscription that contains a Language service resource named ta1 and a virtual network named vnet1. You need to ensure that only resources in vnet1 can access ta1. What should you configure?

A. a network security group (NSG) for vnet1 
B. Azure Firewall for vnet1 
C. the virtual network settings for ta 1 
D. a Language service container for ta1 

Question # 43

You need to recommend a non-relational data store that is optimized for storing and retrieving text files, videos, audio streams, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file. Which type of data store should you recommend?

A. columnar
 B. key/value 
C. document 
D. object 

Question # 44

You are building a chatbot by using Microsoft Bot Framework Composer. You need to configure the chatbot to present a list of available options. The solution must ensure that an image is provided for each option. Which two features should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point. 

A. an Azure function 
B. an adaptive card 
C. an entity 
D. a dialog 
E. an utterance 

Question # 45

You are developing a new sales system that will process the video and text from a public facing website. You plan to notify users that their data has been processed by the sales system. Which responsible AI principle does this help meet?

A. transparency 
B. fairness 
C. inclusiveness 
D. reliability and safety 

Question # 46

You are building a bot by using Microsoft Bot Framework. You need to configure the bot to respond to spoken requests. The solution must minimize development effort. What should you do?

A. Deploy the bot to Azure and register the bot with a Direct Une Speech channel 
B. Integrate the bot with Cortana by using the Bot Framework SDK.
C. Create an Azure function that will call the Speech service and connect the bot to the function. 
D. Deploy the bot to Azure and register the bot with a Microsoft Teams channel. 

Question # 47

You need to develop a solution to provide data to executives. The solution must provide an interactive graphical interface, depict various key performance indicators, and support data exploration by using drill down. What should you use in Microsoft Power Bl?

A. a report
B. Microsoft Power Apps
 C. a view 
D. a dataflow

Question # 48

You manage an application that stores data in a shared folder on a Windows server. You need to move the shared folder to Azure Storage. Which type of Azure Storage should you use? 

A. table 
B. queue 
C. file 
D. blob 

Question # 49

What is a primary characteristic of a relational database?

A. data is queried and manipulated by using a variant of the SOL language 
B. a lack of dependencies between tables
 C. a flexible data structure 
D. a large amount of duplicate data 

Question # 50

You are building a Language Understanding solution. You discover that many intents have similar utterances containing airport names or airport codes. You need to minimize the number of utterances used to fram the model. Which type of custom entity should you use?

A. Pattera.any 
B. machine-learning 
C. list 
D. regular expression 

Question # 51

What is used to define a query in a stream processing jobs in Azure Stream Analytics? 

A. SQL 
B. XML 
C. YAML 
D. KOL 

Question # 52

You have an Azure Cognitive Search instance that indexes purchase orders by using Form Recognizer You need to analyze the extracted information by using Microsoft Power Bl. The solution must minimize development effort. What should you add to the indexer?

A. a table projection 
B. a projection group 
C. an object projection
D. a file projection 

Question # 53

You have an Azure loT hub that receives series data from machinery. You need to build an app that will perform the following actions: • Perform anomaly detection across multiple correlated sensors • Identify the root cause of process stops. • Send incident alerts The solution must minimize development time. Which Azure service should you use?

A. Azure Metrics Advisor 
B. Form Recognizer
 C. Azure Machine teaming 
D. Anomaly Detector