1. You are deploying an Azure Machine Learning model to an Azure Kubernetes Service (AKS) container. You need to monitor the accuracy of each run of the model. Solution: You configure Azure Monitor for containers. Does this meet the goal?

2. You have several AI applications that use an Azure Kubernetes Service (AKS) cluster. The cluster supports a maximum of 32 nodes. You discover that occasionally and unpredictably, the application requires more than 32 nodes. You need to recommend a solution to handle the unpredictable application load. Which scaling method should you recommend?

3. You are designing an AI solution in Azure that will perform image classification. You need to identify which processing platform will provide you with the ability to update the logic over time. The solution must have the lowest latency for inferencing without having to batch. Which compute target should you identify?

4. You need to configure versioning and logging for Azure Machine Learning models. Which Machine Learning service application should you use?

5. You are deploying an Azure Machine Learning model to an Azure Kubernetes Service (AKS) container. You need to monitor the accuracy of each run of the model. Solution: You configure Azure Application Insights. Does this meet the goal?

6. You deploy an Azure bot. You need to collect Key Performance Indicator (KPI) data from the bot. The type of data includes: The number of users interacting with the bot The number of messages interacting with the bot The number of messages on different channels received by the bot The number of users and messages continuously interacting with the bot What should you configure?

7. You need to deploy cognitive search. You provision an Azure Search service. What should you do next?

8. Your company has recently purchased and deployed 25,000 IoT devices. You need to recommend a data analysis solution for the devices that meets the following requirements: Each device must use its own credentials for identity. Each device must be able to route data to multiple endpoints. The solution must require the minimum amount of customized code. What should you include in the recommendation?

9. You deploy an application that performs sentiment analysis on the data stored in Azure Cosmos DB. Recently, you loaded a large amount of data to the database. The data was for a customer named Contoso, Ltd. You discover that queries for the Contoso data are slow to complete, and the queries slow the entire application. You need to reduce the amount of time it takes for the queries to complete. The solution must minimize costs. What is the best way to achieve the goal? More than one answer choice may achieve the goal. Select the BEST answer.

10. You have an AI application that uses keys in Azure Key Vault. Recently, a key used by the application was deleted accidentally and was unrecoverable. You need to ensure that if a key is deleted, it is retained in the key vault for 90 days. Which features should you configure?

11. You create an Azure Machine Learning Studio experiment. You plan to publish the experiment as a Machine Learning Web service. You need to ensure that you can consume the web service from Microsoft Excel spreadsheets. What should you use?

12. You are developing a mobile application that will perform optical character recognition (OCR) from photos. The application will annotate the photos by using metadata, store the photos in Azure Blob storage, and then score the photos by using an Azure Machine Learning model. What should you use to process the data?

13. You plan to design a solution for an AI implementation that uses data from IoT devices. You need to recommend a data storage solution for the IoT devices that meets the following requirements: Allow data to be queried in real-time as it streams into the solution. Provide the lowest amount of latency for loading data into the solution. What should you include in the recommendation?

14. You have a database that contains sales data. You plan to process the sales data by using two data streams named Stream1 and Stream2. Stream1 will be used for purchase order data. Stream2 will be used for reference data. The reference data is stored in CSV files. You need to recommend an ingestion solution for each data stream. What solutions should you recommend?

15. You are configuring data persistence for a Microsoft Bot Framework application. The application requires a structured NoSQL cloud data store. You need to identify a storage solution for the application. The solution must minimize costs. What should you identify?

16. You are designing an AI solution that will provide feedback to teachers who train students over the Internet. The students will be in classrooms located in remote areas. The solution will capture video and audio data of the students in the classrooms. You need to recommend Azure Cognitive Services for the AI solution to meet the following requirements: Alert teachers if a student seems angry or distracted. Identify each student in the classrooms for attendance purposes. Allow the teachers to log the text of conversations between themselves and the students. Which Cognitive Services should you recommend?

17. You are developing an application that uses an Azure Kubernetes Service (AKS) cluster. You are troubleshooting a node issue. You need to connect to an AKS node by using SSH. Solution: You create a managed identity for AKS, and then you create an SSH connection. Does this meet the goal?

18. You need to build an API pipeline that analyzes streaming data. The pipeline will perform the following: Visual text recognition Audio transcription Sentiment analysis Face detection Which Azure Cognitive Services should you use in the pipeline?

19. You plan to deploy two AI applications named AI1 and AI2. The data for the applications will be stored in a relational database. You need to ensure that the users of AI1 and AI2 can see only data in each user

20. You have an Azure Machine Learning model that is deployed to a web service. You plan to publish the web service by using the name ml.contoso.com. You need to recommend a solution to ensure that access to the web service is encrypted. Which actions should you recommend? .

21. You are developing an application that uses an Azure Kubernetes Service (AKS) cluster. You are troubleshooting a node issue. You need to connect to an AKS node by using SSH. Solution: You add an SSH key to the node, and then you create an SSH connection. Does this meet the goal?

22. You need to design an application that will analyze real-time data from financial feeds. The data will be ingested into Azure IoT Hub. The data must be processed as quickly as possible in the order in which it is ingested. Which service should you include in the design?

23. You are designing a solution that will use the Azure Content Moderator service to moderate user-generated content. You need to moderate custom predefined content without repeatedly scanning the collected content. Which API should you use?

24. You need to recommend a data storage solution that meets the technical requirements. What is the best data storage solution to recommend? More than one answer choice may achieve the goal. Select the BEST answer.

25. You have Azure IoT Edge devices that generate measurement data from temperature sensors. The data changes very slowly. You need to analyze the data in a temporal two-minute window. If the temperature rises five degrees above a limit, an alert must be raised. The solution must minimize the development of custom code. What should you use?