[2025] Easy To Download AI-102 Actual Exam Dumps Resources
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Microsoft AI-102 exam is a certification exam that tests your knowledge and skills in designing and implementing Microsoft Azure AI solutions. AI-102 exam is designed for developers who are responsible for creating and deploying AI solutions on Azure. It is intended for those who have experience with Azure services and are familiar with machine learning concepts.
Microsoft AI-102 Exam is intended for professionals who are interested in a career in AI and want to demonstrate their expertise in designing and implementing AI solutions using Microsoft Azure. AI-102 exam is also suitable for those who are already working with Azure and want to upgrade their skills to work with AI services. Passing AI-102 exam enables candidates to earn the Microsoft Certified: Azure AI Engineer Associate certification, which is recognized globally and validates their proficiency in designing and implementing AI solutions using Azure services.
NEW QUESTION # 180
You are building a chatbot for a Microsoft Teams channel by using the Microsoft Bot Framework SDK. The chatbot will use the following code.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Box 1: Yes
The ActivityHandler.OnMembersAddedAsync method overrides this in a derived class to provide logic for when members other than the bot join the conversation, such as your bot's welcome logic.
Box 2: Yes
membersAdded is a list of all the members added to the conversation, as described by the conversation update activity.
Box 3: No
Reference:
https://docs.microsoft.com/en-us/dotnet/api/microsoft.bot.builder.activityhandler.onmembersaddedasync?view=b
NEW QUESTION # 181
Select the answer that correctly completes the sentence.
Answer:
Explanation:
NEW QUESTION # 182
You are designing a conversation flow to be used in a chatbot.
You need to test the conversation flow by using the Microsoft Bot Framework Emulator.
How should you complete the .chat file? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/bot-service/bot-builder-howto-add-media-attachments?view=azure-bot-service-4.0&tabs=csharp
NEW QUESTION # 183
SIMULATION
Use the following login credentials as needed:
- To enter your username, place your cursor in the Sign in box and click on the username below.
- To enter your password, place your cursor in the Enter password box and click on the password below.
Azure Username: [email protected]
Azure Password: XXXXXXXXXXXX
The following information is for technical support purposes only:
- Lab Instance: 12345678
Task
You need to ensure that a user named [email protected] can regenerate the subscription keys of AAA12345678. The solution must use the principle of least privilege.
To complete this task, sign in to the Azure portal.
Answer:
Explanation:
Manually rotate subscription keys
1. (Update your application code to reference the secondary key for the Azure account and deploy.)
2. In the Azure portal, navigate to your Azure account.
3. Under Settings, select Authentication.
4. To regenerate the primary key for your Azure account, select the Regenerate button next to the primary key.
5. (Update your application code to reference the new primary key and deploy.)
6. Regenerate the secondary key in the same manner.
Reference:
https://github.com/MicrosoftDocs/azure-docs/blob/main/articles/azure-maps/how-to-manage- authentication.md
NEW QUESTION # 184
You are examining the Text Analytics 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 Text Analytics API is used to analyze the text?
- A. Sentiment Analysis
- B. Key Phrase Extraction
- C. Named Entity Recognition
- D. Entity Linking
Answer: C
Explanation:
https://learn.microsoft.com/en-us/azure/cognitive-services/language-service/named-entity-recognition/overview Named Entity Recognition (NER) is one of the features offered by Azure Cognitive Service for Language, a collection of machine learning and AI algorithms in the cloud for developing intelligent applications that involve written language. The NER feature can identify and categorize entities in unstructured text. For example: people, places, organizations, and quantities.
NEW QUESTION # 185
You are developing a photo application that will find photos of a person based on a sample image by using the Face API.
You need to create a POST request to find the photos.
How should you complete the request? To answer, drag the appropriate values to the correct targets. Each value 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.
Answer:
Explanation:
Explanation
Box 1: findsimilars
https://docs.microsoft.com/en-us/rest/api/faceapi/face/find-similar
Box 2: matchPerson
Find similar has two working modes, "matchPerson" and "matchFace". "matchPerson" is the default mode that it tries to find faces of the same person as possible by using internal same-person thresholds. It is useful to find a known person's other photos. Note that an empty list will be returned if no faces pass the internal thresholds.
"matchFace" mode ignores same-person thresholds and returns ranked similar faces anyway, even the similarity is low. It can be used in the cases like searching celebrity-looking faces.
Reference:
https://docs.microsoft.com/en-us/rest/api/faceapi/face/detectwithurl
https://docs.microsoft.com/en-us/rest/api/faceapi/face/findsimilar
NEW QUESTION # 186
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 device entity
- B. a device intent
- C. a location Intent
- D. a change setting intent
- E. a query setting intent
- F. a change setting entity
Answer: A,D,E
Explanation:
To ensure the model supports the given utterances, you need to define the correct intents (actions the user wants to perform) and entities (objects or variables involved in the action).
Change setting intent: This intent will handle commands like "Set all the lights to on" and "Lower the temperature of the thermostat by five degrees." These utterances are focused on changing a device's settings.
Device entity: This entity is necessary to recognize the type of device being controlled, such as
"lights" or "thermostat."
Query setting intent: This intent will handle queries like "What is the current thermostat temperature?" since it involves querying the state of a device.
NEW QUESTION # 187
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 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 have an Azure subscription that contains an Azure OpenAI resource named AI1 and an Azure AI Content Safety resource named CS1.
You build a chatbot that uses AI1 to provide generative answers to specific questions and CS1 to check input and output for objectionable content.
You need to optimize the content filter configurations by running tests on sample questions.
Solution: From Content Safety Studio, you use the Safety metaprompt feature to run the tests.
Does this meet the requirement?
- A. No
- B. Yes
Answer: A
Explanation:
The Safety metaprompt feature is generally used to enhance safety by adding specific guidance to the model's responses. However, it is not designed for directly testing or optimizing content filter configurations with sample questions in Content Safety Studio.
To meet the requirement of testing content filters on sample questions, you should use the Moderate text content feature, as it specifically allows you to check for objectionable content in text input and output. Therefore, using the Safety metaprompt feature does not fulfill the requirement.
NEW QUESTION # 188
You have a bot that was built by using the Microsoft Bot Framework composer as shown in the following exhibit.
Use the drop-down menus 10 select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 189
You are building content for a video training solution.
You need to create narration to accompany the video content. The solution must use Custom Neural Voice.
What should you use to create a custom neural voice, and which service should you use to generate the narration? To answer, select the appropriate options in the answer area.
NOTE: Each correct answer is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 190
Hotspot Question
You have an Azure AI Vision resource named contoso1 that is hosted in the West US Azure region.
You need to use contoso1 to make a different size of a product photo by using the smart cropping feature.
How should you complete the API URL? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: "https://contoso1.cognitiveservice.azure.com"
Use contoso1 to refer to the resource.
Box 2: generateThumbnail
Azure AI Services Vision, Generate a smart-cropped thumbnail
You can use Image Analysis 3.2 to generate a thumbnail with smart cropping. You specify the desired height and width, which can differ in aspect ratio from the input image. Image Analysis uses smart cropping to intelligently identify the area of interest and generate cropping coordinates around that region.
Reference:
https://learn.microsoft.com/en-us/azure/ai-services/computer-vision/how-to/generate-thumbnail
NEW QUESTION # 191
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 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 have an Azure AI Search service.
During the past 12 months, query volume steadily increased.
You discover that some search query requests to the Azure AI Search service are being throttled.
You need to reduce the likelihood that search query requests are throttled.
Solution: You add indexes.
Does this meet the goal?
- A. No
- B. Yes
Answer: A
Explanation:
Instead, you could migrate to a Azure AI Search service that uses a higher tier.
Note: A simple fix to most throttling issues is to throw more resources at the search service (typically replicas for query-based throttling, or partitions for indexing-based throttling). However, increasing replicas or partitions adds cost, which is why it is important to know the reason why throttling is occurring at all.
Reference:
https://docs.microsoft.com/en-us/azure/search/search-performance-analysis
NEW QUESTION # 192
You need to create a new resource that will be used to perform sentiment analysis and optical character recognition (OCR). The solution must meet the following requirements:
Use a single key and endpoint to access multiple services.
Consolidate billing for future services that you might use.
Support the use of Computer Vision in the future.
How should you complete the HTTP request to create the new resource? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/rest/api/deviceupdate/resourcemanager/accounts/create
https://www.analyticsvidhya.com/blog/2020/12/microsoft-azure-cognitive-services-api-for-ai-development/
NEW QUESTION # 193
You build a custom Form Recognizer model.
You receive sample files to use for training the model as shown in the following table.
Which three files can you use to train the model? Each correct answer presents a complete solution. (Choose three.) NOTE: Each correct selection is worth one point.
- A. File3
- B. File1
- C. File6
- D. File4
- E. File5
- F. File2
Answer: B,C,F
Explanation:
Explanation
Input requirements
Form Recognizer works on input documents that meet these requirements:
Format must be JPG, PNG, PDF (text or scanned), or TIFF. Text-embedded PDFs are best because there's no possibility of error in character extraction and location.
File size must be less than 50 MB.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/form-recognizer/overview
NEW QUESTION # 194
You have an Azure subscription that contains an Azure Al Content Safety resource named CS1.
You create a test image that contains a circle.
You submit the test image to CS1 by using the curl command and the following command-line parameters.
What should you expect as the output?
- A. 0
- B. 1
- C. 2
- D. 0.0
Answer: B,C
NEW QUESTION # 195
Drag and Drop Question
You need to develop an automated call handling system that can respond to callers in their own language.
The system will support only French and English.
Which Azure AI Services service should you use to meet 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 bat between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Speech-to-text
You use Speech-to-text recognition when you need to identify the language in an audio source and then transcribe it to text.
Box 2: Text to Speech
The output is voice. Text-to-speech enables your applications, tools, or devices to convert text into humanlike synthesized speech. The text-to-speech capability is also known as speech synthesis. Use humanlike prebuilt neural voices out of the box, or create a custom neural voice that's unique to your product or brand.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/speech-to-text
https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/text-to-speech
NEW QUESTION # 196
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 197
You plan to perform predictive maintenance.
You collect IoT sensor data from 100 industrial machines for a year. Each machine has 50 different sensors that generate data at one-minute intervals. In total, you have 5,000 time series datasets.
You need to identify unusual values in each time series to help predict machinery failures.
Which Azure AI Services service should you use?
- A. Anomaly Detector
- B. Azure AI Document Intelligence
- C. Custom Vision
- D. Cognitive Search
Answer: A
Explanation:
https://azure.microsoft.com/en-us/services/cognitive-services/anomaly-detector/
NEW QUESTION # 198
You are building a solution that students will use to find references for essays. You use the following code to start building the solution.
For each of the following statements, select Yes is the statement is true. Otherwise, select No. NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
NEW QUESTION # 199
You are reviewing the design of a chatbot. The chatbot includes a language generation file that contains the following fragment.
# Greet(user)
- ${Greeting()}, ${user.name}
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: No
Example: Greet a user whose name is stored in `user.name`
- ${ welcomeUser(user.name) }
Example: Greet a user whose name you don't know:
- ${ welcomeUser() }
Box 2: No
Greet(User) is a Send a response action.
Box 3: Yes
Reference:
https://docs.microsoft.com/en-us/composer/how-to-ask-for-user-input
NEW QUESTION # 200
You are developing a solution for the Management-Bookkeepers group to meet the document processing requirements. The solution must contain the following components:
A From Recognizer resource
An Azure web app that hosts the Form Recognizer sample labeling tool
The Management-Bookkeepers group needs to create a custom table extractor by using the sample labeling tool.
Which three actions should the Management-Bookkeepers group perform in sequence? To answer, move the appropriate cmdlets from the list of cmdlets to the answer area and arrange them in the correct order.
Answer:
Explanation:
Explanation
Step 1: Create a new project and load sample documents
Create a new project. Projects store your configurations and settings.
Step 2: Label the sample documents
When you create or open a project, the main tag editor window opens.
Step 3: Train a custom model.
Finally, train a custom model.
Reference:
https://docs.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/label-tool
NEW QUESTION # 201
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation
NEW QUESTION # 202
You are developing a text processing solution.
You have the function shown below.
Answer:
Explanation:
NEW QUESTION # 203
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Microsoft AI-102 Exam is one of the most popular exams for professionals who want to showcase their skills in AI solution design and implementation. AI-102 exam is divided into different sections, each focusing on specific skills and knowledge related to AI solutions. AI-102 exam is designed to test your knowledge and skills in a practical and real-world scenario-based environment.
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