Free Microsoft AI-102 Practice Questions & Answers 2026 Part2 | Microsoft Azure AI Solution

You are building a multilingual chatbot.You need to send a different answer for positive and negative messages.Which two Text Analytics APIs should you use? Each correct answer presents part of the solution. (Choose two.)NOTE: Each correct selection is worth one point.

You are building a social media messaging app.You need to identify in real time the language used in messages.

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 private endpoint to vnet1.Does this meet the goal?

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 BI. The solution must minimize development effort.What should you add to the indexer?

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?

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

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.NOTE: Each correct selection is worth one point.

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 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.NOTE: Each correct selection is worth one point.

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

You have a collection of 50,000 scanned documents that contain text. You plan to make the text available through Azure Cognitive Search.You need to configure an enrichment pipeline to perform optical character recognition (OCR) and text analytics.The solution must minimize costs. What should you attach to the skillset?

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?

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?

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?

You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1. You have an app named App1 that uses Aldoc1. App1 analyzes business cards by calling business card model v2.1. You need to update App1 to ensure that the app can interpret QR codes. The solution must minimize administrative effort. What should you do first?

You have receipts that are accessible from a URL.You need to extract data from the receipts by using Form Recognizer and the SDK. The solution must use a prebuilt model.Which client and method should you use?

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?

You have a file share that contains 5,000 images of scanned invoices.You need to analyze the images. The solution must extract the following data:* Invoice items* Sales amounts* Customer detailsWhat should you use?

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?

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 are developing the smart e - commerce project. You need to implement autocompletion as part of the Cognitive Search solution. Which three actions should you perform? Each correct answer presents part of the solution. (Choose three.) NOTE: Each correct selection is worth one point.

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

Which scenario is an example of a streaming workload?

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 replicas.Does this meet the goal?