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Free Microsoft AI-102 Exam 2024 Practice Materials Collection
The AI-102 certification exam consists of multiple-choice questions and performance-based scenarios. Candidates are given a limited amount of time to complete the exam, and they must pass with a score of at least 700 out of 1000 points to earn the certification. AI-102 exam can be taken online or in a testing center, and it is recommended that candidates prepare thoroughly by taking online courses, reading technical documentation, and practicing with sample questions.
To pass the AI-102 exam, candidates must demonstrate their skills in developing and deploying solutions that use Azure Cognitive Services, Azure Machine Learning, and other Azure AI tools. They must also be able to design and implement AI workflows, train and deploy machine learning models, and integrate AI solutions with other Azure services.
Microsoft AI-102 Exam is an advanced-level certification that requires a deep understanding of AI technologies and their applications. Candidates are expected to have a strong grasp of AI concepts, programming languages, and data science principles. Passing AI-102 exam is a great way to demonstrate your expertise in designing and implementing AI solutions using Microsoft Azure, and it can help you advance your career in the field of AI and machine learning.
NEW QUESTION # 168
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation
NEW QUESTION # 169
You are planning the product creation project.
You need to recommend a process for analyzing videos.
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. (Choose four.)
Answer:
Explanation:
Reference:
https://azure.microsoft.com/en-us/blog/get-video-insights-in-even-more-languages/
https://docs.microsoft.com/en-us/azure/media-services/video-indexer/video-indexer-output-json-v2
NEW QUESTION # 170
You have an Azure subscription that is linked to a Microsoft Entra tenant. The subscription ID is c7ac27a8-d186-2326-8509-c3762dad06c9 and the tenant ID is 8c4e1aab-1a2c-a2e1-ae39-e5e6e23106c9.
The subscription contains an Azure OpenAl resource named OpenAl1 that has a primary API key of
1363c794d19e430baf27a9a5f29c42ab. OpenAl1 has a deployment named embeddings1 that uses the text-embedding-ada-002 model.
You need to query OpenAl1 and retrieve embeddings for text input.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
To complete the code to query OpenAI and retrieve embeddings for text input, let's review the provided image and fill in the blanks appropriately.
Here's the full code with the necessary selections based on the provided image:
Uri endpoint = new Uri("https://openai.openai.azure.com");
AzureKeyCredential credentials = new AzureKeyCredential("1363c794d19e430baf27a9a5f29c42ab"); OpenAIClient openAIClient = new OpenAIClient(endpoint, credentials); EmbeddingsOptions embeddingOptions = new EmbeddingsOptions("your text input here"); var returnValue = openAIClient.GetEmbeddings("embeddings1", embeddingOptions); foreach (float item in returnValue.Value.Data[0].Embedding)
{
Console.WriteLine(item);
}
* Uri endpoint: This is set to the URI of your Azure OpenAI resource.
* AzureKeyCredential credentials: This uses the primary API key of the Azure OpenAI resource.
* OpenAIClient openAIClient: This initializes the OpenAIClient with the endpoint and credentials.
* EmbeddingsOptions embeddingOptions: This initializes the EmbeddingsOptions with the text input for which you want to retrieve embeddings.
* GetEmbeddings method: This method is used to query the embeddings model. The first parameter is the deployment name ("embeddings1"), and the second parameter is the embedding options that include the text input.
The filled-in code should look like this:
* Uri endpoint: "https://openai.openai.azure.com"
* AzureKeyCredential credentials: "1363c794d19e430baf27a9a5f29c42ab"
* OpenAIClient openAIClient: new OpenAIClient(endpoint, credentials)
* EmbeddingsOptions embeddingOptions: new EmbeddingsOptions("your text input here")
* GetEmbeddings method call: openAIClient.GetEmbeddings("embeddings1", embeddingOptions) With these selections, the code is complete and ready to query the Azure OpenAI resource to retrieve embeddings for the given text input.
NEW QUESTION # 171
You are using a Language Understanding service to handle natural language input from the users of a web-based customer agent.
The users report that the agent frequently responds with the following generic response: "Sorry, I don't understand that." You need to improve the ability of the agent to respond to requests.
Which three 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. (Choose three.)
Answer:
Explanation:
NEW QUESTION # 172
You need to measure the public perception of your brand on social media messages. Which Azure Cognitive Services service should you use?
- A. Text Analytics
- B. Content Moderator
- C. Computer Vision
- D. Form Recognizer
Answer: A
Explanation:
Text Analytics Cognitive Service could be used to quickly determine the public perception for a specific topic, event or brand.
Example: A NodeJS app which pulls Tweets from Twitter using the Twitter API based on a specified search term. Then pass these onto Text Analytics for sentiment scoring before storing the data and building a visualisation in PowerBI. The Architecture looked something like this:
Reference:
https://www.linkedin.com/pulse/measuring-public-perception-azure-cognitive-services-steve-dalai
NEW QUESTION # 173
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:
Reference:
https://docs.microsoft.com/en-us/dotnet/api/microsoft.bot.builder.activityhandler.onmembersaddedasync?view=botbuilder-dotnet-stable
NEW QUESTION # 174
You have an Azure subscription. The subscription contains an Azure OpenAI resource that hosts a GPT-4 model named Modell and an app named Appl. App1 uses Model!
You need to ensure that App1 will NOT return answers that include hate speech.
What should you configure for Model1?
- A. abuse monitoring
- B. the Frequency penalty parameter
- C. the Temperature parameter
- D. a content filter
Answer: A
NEW QUESTION # 175
You create a knowledge store for Azure Cognitive Search by using the following JSON.
Use the drop-down menus to 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 # 176
You are developing a method for an application that uses the Translator API.
The method will receive the content of a webpage, and then translate the content into Greek (el). The result will also contain a transliteration that uses the Roman alphabet.
You need to create the URI for the call to the Translator API. You have the following URI.
https://api.cognitive.microsofttranslator.com/translate?api-version=3.0 Which three additional query parameters should you include in the URI? Each correct answer presents part of the solution. (Choose three.) NOTE: Each correct selection is worth one point.
- A. toScript=Cyrl
- B. toScript=Latn
- C. textType=plain
- D. textType=html
- E. from=el
- F. to=el
Answer: B,D,F
Explanation:
Explanation
C: textType is an optional parameter. It defines whether the text being translated is plain text or HTML text (used for web pages).
D: to is a required parameter. It specifies the language of the output text. The target language must be one of the supported languages included in the translation scope.
F: toScript is an optional parameter. It specifies the script of the translated text. We use Latin (Roman alphabet) script.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/translator/reference/v3-0-translate
NEW QUESTION # 177
You run the following command.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-container-howto
NEW QUESTION # 178
You plan to use a Language Understanding application named app1 that is deployed to a container.
App1 was developed by using a Language Understanding authoring resource named lu1.
App1 has the versions shown in the following table.
You need to create a container that uses the latest deployable version of app1.
Which three 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. (Choose three.)
Answer:
Explanation:
Explanation
Step 1: Export the model using the Export for containers (GZIP) option.
Export versioned app's package from LUIS portal
The versioned app's package is available from the Versions list page.
Sign on to the LUIS portal.
Select the app in the list.
Select Manage in the app's navigation bar.
Select Versions in the left navigation bar.
Select the checkbox to the left of the version name in the list.
Select the Export item from the contextual toolbar above the list.
Select Export for container (GZIP).
The package is downloaded from the browser.
Step 2: Select v1.1 of app1.
A trained or published app packaged as a mounted input to the container with its associated App ID.
Step 3: Run a contain and mount the model file.
Run the container, with the required input mount and billing settings.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/luis/luis-container-howto
NEW QUESTION # 179
You have an Azure subscription.
You plan to build a solution that will analyze scanned documents and export relevant fields to a database.
You need to recommend an Azure Al Document Intelligence model for the following types of documents:
. Expenditure request authorization forms
. Structured and unstructured survey forms
. Structured employment application forms
The solution must minimize development effort and costs.
Which of model should you recommend for each document type?
Answer:
Explanation:
Explanation:
To recommend the appropriate Azure AI Document Intelligence models for the given document types while minimizing development effort and costs, here are the choices for each document type:
* Expenditure request authorization forms:
* These forms are likely to be structured with specific fields that need to be extracted. Using a prebuilt model that can handle structured forms will minimize development effort.
* Recommended model: Prebuilt layout (This is because prebuilt layout models are designed to handle a wide range of structured documents.)
* Structured employment application forms:
* These forms are also structured with specific fields such as name, address, job position, etc. Using a prebuilt model that handles structured documents will be efficient.
* Recommended model: Prebuilt layout (Similar reasoning as above, for structured forms.)
* Structured and unstructured survey forms:
* Survey forms can be both structured and unstructured, meaning they may have free-text responses along with structured questions. For such varied content, a custom neural model that can handle both types of data might be the best fit.
* Recommended model: Custom neural (This allows flexibility to handle both structured and unstructured data within the survey forms.) Based on this analysis, the appropriate models are:
* Expenditure request authorization forms: Prebuilt layout
* Structured employment application forms: Prebuilt layout
* Structured and unstructured survey forms: Custom neural
NEW QUESTION # 180
You are using a Language Understanding service to handle natural language input from the users of a web-based customer agent.
The users report that the agent frequently responds with the following generic response: "Sorry, I don't understand that." You need to improve the ability of the agent to respond to requests.
Which three 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. (Choose three.)
Answer:
Explanation:
NEW QUESTION # 181
You are building an app that will enable users to upload images. The solution must meet the following requirements:
* Automatically suggest alt text for the images.
* Detect inappropriate images and block them.
* Minimize development effort.
You need to recommend a computer vision endpoint for each requirement.
What should you recommend? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 182
You are developing the shopping on-the-go project.
You are configuring access to the QnA Maker resources.
Which role should you assign to AllUsers and LeadershipTeam? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: QnA Maker Editor
Scenario: Provide all employees with the ability to edit Q&As.
The QnA Maker Editor (read/write) has the following permissions:
Create KB API
Update KB API
Replace KB API
Replace Alterations
"Train API" [in
new service model v5]
Box 2: Contributor
Scenario: Only senior managers must be able to publish updates.
Contributor permission: All except ability to add new members to roles
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/reference-role-based-access-control
NEW QUESTION # 183
You are developing a streaming Speech to Text solution that will use the Speech SDK and MP3 encoding.
You need to develop a method to convert speech to text for streaming MP3 data.
How should you complete the code? 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/cognitive-services/speech-service/how-to-use-codec-compressed-audio-input-streams?tabs=debian&pivots=programming-language-csharp
NEW QUESTION # 184
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation
NEW QUESTION # 185
You are building a solution in Azure that will use Azure AI Language service to process sensitive customer data.
You need to ensure that only specific Azure processes can access the Language service. The solution must minimize administrative.
What should you include in the solution?
- A. Azure Application Gateway
- B. IPsec rules
- C. Virtual network rules
- D. A virtual network gateway
Answer: C
NEW QUESTION # 186
You have an app named App1 that uses Azure Al Document Intelligence to analyze medical You have an app named App1 that uses Azure Al Document Intelligence for patients. You send a request to App1 and receive the following response.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth point.
Answer:
Explanation:
NEW QUESTION # 187
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:
Reference:
https://docs.microsoft.com/en-us/composer/how-to-ask-for-user-input
NEW QUESTION # 188
You are building a call handling system that will receive calls from French-speaking and German-speaking callers. The system must perform the following tasks;
* Capture inbound voice messages as text.
* Replay messages in English on demand.
Which Azure Cognitive Services should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
NEW QUESTION # 189
You are developing an application that includes language translation.
The application will translate text retrieved by using a function named get_text_to_be_translated. The text can be in one of many languages. The content of the text must remain within the Americas Azure geography.
You need to develop code to translate the text to a single language.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 190
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