AI-102 EXAM ALL SOLUTION LATEST UPDATE 2024 EDITION GUARANTEED GRADE A+

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 D 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 create a web app named app1 that runs on an Azure virtual machine named vm1. Vm1 is on an Azure virtual network named vnet1.You plan to create a new Azure Cognitive Search service named service1.You need to ensure that app1 can connect directly to service1 without routing traffic over the public internet.Solution: You deploy service1 and a public endpoint to a new virtual network, and you configure Azure Private Link.Does this meet the goal? A. Yes Yes 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 create a web app named app1 that runs on an Azure virtual machine named vm1. Vm1 is on an Azure virtual network named vnet1.You plan to create a new Azure Cognitive Search service named service1.You need to ensure that app1 can connect directly to service1 without routing traffic over the public internet.Solution: You deploy service1 and a public endpoint, and you configure an IP firewall rule.Does this meet the goal? No 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 create a web app named app1 that runs on an Azure virtual machine named vm1. Vm1 is on an Azure virtual network named vnet1.You plan to create a new Azure Cognitive Search service named service1.You need to ensure that app1 can connect directly to service1 without routing traffic over the public internet.Solution: You deploy service1 and a public endpoint, and you configure a network security group (NSG) for vnet1.Does this meet the goal? No You have the following C# method for creating Azure Cognitive Services resources programmatically.You need to call the method to create a free Azure resource in the West US Azure region. The resource will be used to generate captions of images automatically.Which code should you use? A. create_resource(client, "res1", "ComputerVision", "F0", "westus") B. create_resource(client, "res1", "CustomVision.Prediction", "F0", "westus") C. create_resource(client, "res1", "ComputerVision", "S0", "westus") D. create_resource(client, "res1", "CustomVision.Prediction", "S0", "westus") A You successfully run the following HTTP request.POST 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. D 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.) A. File1 (PDF, 20MB) B. File2 (MP4, 100MB) C. File3 (JPG, 20MB) D. File4 (PDF, 100MB) E. File5 (GIF, 1MB) F. File6 (JPG, 40MB) A, C, F A customer uses Azure Cognitive Search. The customer plans to enable a server-side encryption and use customer-managed keys (CMK) stored in Azure. What are three implications of the planned change? Each correct answer presents a complete solution. A. The index size will increase. B. Query times will increase. C. A self-signed X.509 certificate is required. D. The index size will decrease. E. Query times will decrease. F. Azure Key Vault is required. A, B, E You are developing a new sales system that will process the video and text from a public-facing 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.) A. transparency B. fairness C. inclusiveness D. reliability and safety E. privacy and security B, C 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. 1: A. PATCH B. POST C: PUT 2. A. CognitiveServices B. CompuretVision C.TextAnalytics C A DRAG DROP -You plan to use containerized versions of the Anomaly Detector API on local devices for testing and in on-premises datacenters. You need to ensure that the containerized deployments meet the following requirements: Prevent billing and API information from being stored in the command-line histories of the devices that run the container. Control access to the container images by using Azure role-based access control (Azure RBAC).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.)NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select. Select and Place: 1. Create a custom Dockerfile 2. Pull the anomaly detector container image 3. Distribute a docker run script 4. Push the image to an azure container registry 5. Build the image 6. Push the image to Docker Hub 2 1 5 4 You plan to deploy a containerized version of an Azure Cognitive Services service that will be used for text analysis. You configure as the endpoint URI for the service, and you pull the latest version of the Text AnalyticsSentiment Analysis container. You need to run the container on an Azure virtual machine by using Docker. How should you complete the command? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point 1 - docker run -rm -it -p 5000:5000 --memory 8g --cpus 1 A: B: C: D: 2 BILLING A: B: C: D: 1: D 2: B You have 100 chatbots that each has its own Language Understanding model. Frequently, you must add the same phrases to each model. You need to programmatically update the Language Understanding models to include the new phrases. How should you complete the code? 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. Select and Place: var phraselistId = await client.Features. [ ] (appId, versionId, new [ ] { EnabledForAllModels = false, IsExchangeable = true, Name = "PL1", Phrases = "item1, item2, item3, item4, item5" } ); A: AddPhraseListAsync B: PhraseList C: PhraselistCreateObject D: Phrases E: SavePhraselistAsync F: UploadPhraseListaAync 1: A 2: C 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. Version TrainedDate Published date v1.2 None None v1.1. None v1.-09-15 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.) A: Run a container that has version set as an environment variable B: Export the model by using the Export as JSON option C: Select v1.1 of app1 D: Run a container and mount the model file E: Select v1.0 of app1 F: Export the model by using the Export for containers (GZIP) option G: Select v1.2 of app1 C, F, D You need to build a chatbot that meets the following requirements: Supports chit-chat, knowledge base, and multilingual models Performs sentiment analysis on user messages Selects the best language model automaticallyWhat should you integrate into the chatbot? A. QnA Maker, Language Understanding, and Dispatch B. Translator, Speech, and Dispatch C. Language Understanding, Text Analytics, and QnA Maker D. Text Analytics, Translator, and Dispatch C Your company wants to reduce how long it takes for employees to log receipts in expense reports. All the receipts are in English. You need to extract top-level information from the receipts, such as the vendor and the transaction total. The solution must minimize development effort. Which Azure Cognitive Services service should you use? A. Custom Vision B. Personalizer C. Form Recognizer D. Computer Vision C 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 Cognitive Services service should you use? A. Anomaly Detector B. Cognitive Search C. Form Recognizer D. Custom Vision A 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. var audioFormat = [?] (AudioStreamContainerformat.MP3) ... using var /recognizer = new [?] (speechConfig, audioConfig) { var result = await recognizer.RecognizeOnceAsync(); var text = result.Text } 1. A: AudioConfig.SetProperty B: AudioStreamFormat.GetCompressedFormat C: AudioStreamFormat.GetWaveFormatPCM D: PullAudioInputStream 2. A: KeywordRecognizer B: SpeakerRecognizer C: SpeechRecognizer D: SpeechSynthesizer B, C You are developing an internet-based training solution for remote learners. Your company identifies that during the training, some learners leave their desk for long periods or become distracted. You need to use a video and audio feed from each learnerג€™s computer to detect whether the learner is present and paying attention. The solution must minimize development effort and identify each learner. Which Azure Cognitive Services service should you use for each requirement? To answer, select the appropriate options in the answer area. 1. From a learner's video feed, verify whether the learner is present: A: Face B: Speech C: Text Analytics 2. From a learner's facial expression in the video feed, verify whether the learner is paying attention: A: Face B: Speech C: Text Analytics 3. From a learner's audio feed, detect whether the learner is talking: A: Face B: Speech C: Text Analytics A, A, B You plan to provision a QnA Maker service in a new resource group named RG1.In RG1, you create an App Service plan named AP1.Which two Azure resources are automatically created in RG1 when you provision the QnA Maker service? Each correct answer presents part of the solution. A. Language Understanding B. Azure SQL Database C. Azure Storage D. Azure Cognitive Search E. Azure App Service D, E You are building a language model by using a Language Understanding service. You create a new Language Understanding resource. You need to add more contributors. What should you use? A. a conditional access policy in Azure Active Directory (Azure AD) B. the Access control (IAM) page for the authoring resources in the Azure portal C. the Access control (IAM) page for the prediction resources in the Azure portal B You have a Video Indexer service that is used to provide a search interface over company videos on your company's website. You need to be able to search for videos based on who is present in the video. What should you do? A. Create a person model and associate the model to the videos. B. Create person objects and provide face images for each object. C. Invite the entire staff of the company to Video Indexer. D. Edit the faces in the videos. E. Upload names to a language model. A You use the Custom Vision service to build a classifier.After training is complete, you need to evaluate the classifier.Which two metrics are available for review? Each correct answer presents a complete solution. (Choose two.) A. recall B. F-score C. weighted accuracy D. precision E. area under the curve (AUC) A, D You are developing a call to the Face API. The call must find similar faces from an existing list named employeefaces. The employeefaces list contains 60,000 images. How should you complete the body of the HTTP 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. Select and Place: { faceId: "18c51a87...", [?]: "employeefaces", "maxNumOfCandidatesReturned: 1, "mode": [?] } A: "faceListId" B: "LargeFaceListId" C: "matchFace" D: "matchPerson" B, C 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. POST {Endpoint}/face/v1.0/[?] { faceId: "...", largeFaceListId: "sample_list", maxNumOfCandidatesReturned: 10, "mode": [?] } A: detect B: findsimilars C: group D: identify E: matchFace F: matchPerson G: verify B, F You develop a test method to verify the results retrieved from a call to the Computer Vision API. The call is used to analyze the existence of company logos in images. The call returns a collection of brands named brands. You have the following code segment. For each of the following statements, select Yes if the statement is true. Otherwise, select No. foreach(var brand in brands) { if (brand.Confidence = .75) Console.WriteLine(..) } 1. The code will return the name of each detected brand with a confidence equal to or higher than 75 percent 2. The code will return coordinates for the top-left corner of the rectangle that contains the brand logo of the displayed brands 3. The code will return coordinates for the bottom right corner of the rectangle that contains the brand logo of the displayed brands Y, Y, N You develop an application that uses the Face API. You need to add multiple images to a person group. How should you complete the code? To answer, select the appropriate options in the answer area. Parallel.For (0, PersonCount, async i = { Guid personId = persons[i]. PersonId; string person ImageDir = $"/path/to/person/{i}/images"; foreach (string imagePath in Directory.GetFiles (person Imagedir, "*.jpg")) { using ([?] t = File. OpenRead (imagePath)) { await faceclient. PersonGroup Person.[?](personGroupId, personId,t); } } }); 1. A: File B: Stream C: Uri D: Url 2.A: AddFaceFromStreamAsync B: AddFace FromUrlAsync C: CreateAsync D: GetAsync B, A You are developing an application that will use the Computer Vision client library. The application has the following code.For each of the following statements, select Yes if the statement is true. Otherwise, select No. public async TaskAnalyze Image (ComputerVisionclient client, string local Image) {ListvisualFeatureTypes features = new ListvisualFeatureTypes() {VisualFeatureTypes. Description, VisualFeatureTypes. Tags, using (Stream imageStream = File. OpenRead (localImage)) {}; try {ImageAnalysis results = await client. Analyze ImageInStreamAsync (imageStream, features); foreach (var caption in results. Description. Captions) {Console.WriteLine($"{caption.Text} with confidence {caption.Confidence}");} foreach (var tag in results. Tags) {Console.WriteLine($"{tag. Name} {tag.Confidence}");} } catch (Exception ex) {Console.WriteLine (ex.Message); } } } 1. The code will perform face recognition 2. The code will list tags and their associated confidence 3. The code will read a file from the local file system N, Y, Y You are developing a method that uses the Computer Vision client library. The method will perform optical character recognition (OCR) in images. The method has the following code.During testing, you discover that the call to the GetReadResultAsync method occurs before the read operation is complete.You need to prevent the GetReadResultAsync method from proceeding until the read operation is complete.Which two actions should you perform? Each correct answer presents part of the solution. (Choose two.) A. Remove the Guid.Parse(operationId) parameter. B. Add code to verify the results.Status value. C. Add code to verify the status of the txtHeaders.Status value. D. Wrap the call to GetReadResultAsync within a loop that contains a delay. B, D You have a Computer 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. [?]/vision/v3.1/[?]?width=100&height=100&smartCropping=true 1. A: "" B: C: 2. A: areaOfInterest B: detect C: generateThumbnail C, C You are developing a webpage that will use the Video Indexer service to display videos of internal company meetings.You embed the Player widget and the Cognitive Insights widget into the page.You need to configure the widgets to meet the following requirements: Ensure that users can search for keywords. Display the names and faces of people in the video. Show captions in the video in English (United States).How should you complete the URL for each widget? 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. Cognitive Insights Widget Player widget A: en-us B: false C: people,keywords D: people, search E: search F: true C, E F, A You train a Custom Vision model to identify a companyג€™s products by using the Retail domain.You plan to deploy the model as part of an app for Android phones.You need to prepare the model for deployment.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. A: Change th emodel domain B: Retrain the model C: Test the model D: Export the model A, B, D You are building a Language Understanding model for an e-commerce platform.You need to construct an entity to capture billing CONTINUED...