Your company develops an API application that is orchestrated by using Kubernetes.
You need to deploy the application.
Which three actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
A. Create a Kubernetes cluster.
B. Create an Azure Container Registry instance.
C. Create a container image file.
D. Create a Web App for Containers.
E. Create an Azure container instance.
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?
A. horizontal pod autoscaler
B. cluster autoscaler
C. manual scaling
D. Azure Container Instances
You have Azure IoT Edge devices that collect measurements every 30 seconds.
You plan to send the measurements to an Azure IoT hub.
You need to ensure that every event is processed as quickly as possible.
What should you use?
A. Apache Kafka
B. Azure Stream Analytics record functions
C. Azure Stream Analytics windowing functions
D. Azure Machine Learning on the IoT Edge devices
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, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have an app named App1 that uses the Face API.
App1 contains several PersonGroup objects.
You discover that a PersonGroup object for an individual named Ben Smith cannot accept additional entries. The PersonGroup object for Ben Smith contains 10,000 entries.
You need to ensure that additional entries can be added to the PersonGroup object for Ben Smith. The solution must ensure that Ben Smith can be identified by all the entries.
Solution: You create a second PersonGroup object for Ben Smith. Does this meet the goal?
A. Yes
B. No
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 should you do? More than one answer choice may achieve the goal. (Choose two.)
A. Change the request units.
B. Change the partitioning strategy.
C. Change the transaction isolation level.
D. Migrate the data to the Cosmos DB database.
Your company plant to monitor twitter hashtags. and then to build a graph of connected people and places that contains the associated sentiment.
The monitored hashtags use several languages, but the graph will be displayed in English. You need to recommend the required Azure Cognitive Services endpoints (or the planned graph.
Which Cognitive Services endpoints should you recommend?
A. Translator Text, Content Moderator, and Key Phrase Extraction
B. Translator Text. Sentiment Analysis, and Named Entity Recognition
C. Language Detection. Content Moderator, and Key Phrase Extraction
D. Language Detection. Sentiment Analysis, and Key Phrase Extraction
You company's developers have created an Azure Data Factory pipeline that moves data from an on-premises server to Azure Storage. The pipeline consumes
Azure Cognitive Services APIs.
You need to deploy the pipeline. Your solution must minimize custom code.
You use Self-hosted Integration Runtime to move data to the cloud and Azure Logic Apps to consume Cognitive Services APIs.
Does this action accomplish your objective?
A. Yes, it does
B. No, it does not
You are designing an AI workflow that performs data analysis from multiple data sources. The data sources consist of JSON files that have been uploaded to an
Azure Storage account, on-premises Oracle databases, and Azure SQL databases.
Which service should you recommend to ingest the data?
A. Azure Data Factory
B. Azure Kubernetes Service (AKS)
C. Azure Bot Service
D. Azure Databricks
You are developing a bot for an ecommerce application. The bot will support five languages.
The bot will use Language Understanding (LUIS) to detect the language of the customer, and QnA Maker to answer common customer questions. LUIS supports all the languages.
You need to determine the minimum number of Azure resources that you must create for the bot.
You create five instances of QnA Maker and one instance Language Understanding (LUIS).
Does this action accomplish your objective?
A. Yes, it does
B. No, it does not
You are developing a Microsoft Bot Framework application. The application consumes structured NoSQL data that must be stored in the cloud.
You implement Azure Blob storage for the application. You want access to the blob store to be controlled by using a role.
You implement Shared Access Signatures (SAS) on the storage account.
Does this action accomplish your objective?
A. Yes, it does
B. No, it does not
