What should you recommend?
You are designing a statistical analysis solution that will use custom proprietary1 Python functions on near real-time data from Azure Event Hubs. You need to recommend which Azure service to use to perform the statistical analysis. The solution must minimize latency. What should you recommend?A . Azure Stream AnalyticsB ....
How should you complete the code?
HOTSPOT You develop a dataset named DBTBL1 by using Azure Databricks. DBTBL1 contains the following columns: ✑ SensorTypeID ✑ GeographyRegionID ✑ Year ✑ Month ✑ Day ✑ Hour ✑ Minute ✑ Temperature ✑ WindSpeed ✑ Other You need to store the data to support daily incremental load pipelines that vary...
Which two actions should you perform?
You are creating an Azure Data Factory data flow that will ingest data from a CSV file, cast columns to specified types of data, and insert the data into a table in an Azure Synapse Analytic dedicated SQL pool. The CSV file contains three columns named username, comment, and date....
You have a C# application that process data from an Azure IoT hub and performs complex transformations.
You have a C# application that process data from an Azure IoT hub and performs complex transformations. You need to replace the application with a real-time solution. The solution must reuse as much code as possible from the existing application.A . Azure DatabricksB . Azure Event GridC . Azure Stream...
Which type of integration runtime should you use?
You have an Azure Storage account and a data warehouse in Azure Synapse Analytics in the UK South region. You need to copy blob data from the storage account to the data warehouse by using Azure Data Factory. The solution must meet the following requirements: ✑ Ensure that the data...
What should you include in the solution?
HOTSPOT You are designing a real-time dashboard solution that will visualize streaming data from remote sensors that connect to the internet. The streaming data must be aggregated to show the average value of each 10-second interval. The data will be discarded after being displayed in the dashboard. The solution will...
How should you model the employee data?
You need to design an Azure Synapse Analytics dedicated SQL pool that meets the following requirements: ✑ Can return an employee record from a given point in time. ✑ Maintains the latest employee information. ✑ Minimizes query complexity. How should you model the employee data?A . as a temporal tableB...
How should you complete the Transact-SQL statement?
DRAG DROP You need to create a partitioned table in an Azure Synapse Analytics dedicated SQL pool. How should you complete the Transact-SQL statement? 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...
In which order should you perform the actions?
DRAG DROP You need to implement versioned changes to the integration pipelines. The solution must meet the data integration requirements. In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order. View...
Which two configurations should you include in the design?
You are designing a solution that will copy Parquet files stored in an Azure Blob storage account to an Azure Data Lake Storage Gen2 account. The data will be loaded daily to the data lake and will use a folder structure of {Year}/{Month}/{Day}/. You need to design a daily Azure...