Free Microsoft AI-102 Practice Questions & Answers 2026 Part1 | Microsoft Azure AI Solution

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 develop an application to identify species of flowers by training a Custom Vision model. You receive images of new flower species.You need to add the new images to the classifier.Solution: You add the new images and labels to the existing model. You retrain the model, and then publish the model.Does this meet the goal?

Which scenario is an example of a streaming workload?

You are building a solution that will detect anomalies in sensor data from the previous 24 hours.You need to ensure that the solution scans the entire dataset, at the same time, for anomalies.Which type of detection should you use?

You have an Azure IoT hub that receives sensor 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?

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 service should you use?

You develop a custom question answering project in Azure Al 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?

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?

You have an app named App1 that uses an Azure Cognitive Services model to identify anomalies in a time series data stream.You need to run App1 in a location that has limited connectivity. The solution must minimize costs.What should you use to host the model?

You have a Microsoft OneDrive folder that contains a 20-GB video file named FileVavi. You need to index File1.avi by using the Azure Video Indexer website. What should you do?

You have an app that analyzes images by using the Computer Vision API.You need to configure the app to provide an output for users who are vision impaired. The solution must provide the output in complete sentences.Which API call should you perform?

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?

You are building a solution that will detect anomalies in sensor data from the previous 24 hours.You need to ensure that the solution scans the entire dataset, at the same time, for anomalies.Which type of detection should you use?

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 develop an application to identify species of flowers by training a Custom Vision model. You receive images of new flower species. You need to add the new images to the classifier. Solution: You add the new images, and then use the Smart Labeler tool. Does this meet the goal?

You have an app named App1 that uses an Azure Cognitive Services model to identify anomalies in a time series data stream.You need to run App1 in a location that has limited connectivity. The solution must minimize costs.What should you use to host the model?

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?

You are building a solution that will detect anomalies in sensor data from the previous 24 hours.You need to ensure that the solution scans the entire dataset, at the same time, for anomalies.Which type of detection should you use?

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 Cognitive Search service.During the past 12 months, query volume steadily increased.You discover that some search query requests to the Cognitive Search service are being throttled. You need to reduce the likelihood that search query requests are throttled.Solution: You enable customer-managed key (CMK) encryption. Does this meet the goal?

You successfully run the following HTTP request.POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc-a54745f708a1/resourceGroups/RG1/providers/Microsoft.CognitiveServices/accounts/contoso1/regenerateKey?api-version=2017-04-18Body{"keyName": "Key2"}What is the result of the request?

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.)NOTE: Each correct selection is worth one point.

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 imagesautomatically.Which code should you use?

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 Cognitive Search service.During the past 12 months, query volume steadily increased.You discover that some search query requests to the Cognitive 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?

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.NOTE: Each correct selection is worth one point.

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?

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?

You are building a solution that will detect anomalies in sensor data from the previous 24 hours.You need to ensure that the solution scans the entire dataset, at the same time, for anomalies.Which type of detection should you use?

You have an app named App1 that uses an Azure Cognitive Services model to identify anomalies in a time series data stream.You need to run App1 in a location that has limited connectivity. The solution must minimize costs.What should you use to host the model?

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 Cognitive Search service.During the past 12 months, query volume steadily increased.You discover that some search query requests to the Cognitive 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?