From a website analytics system, you receive data extracts about user interactions such as downloads, link clicks, form submissions, and video plays.
The data contains the following columns

What should you do to improve high availability of the real-time data processing solution?

You store files in an Azure Data Lake Storage Gen2 container. The container has the storage policy shown in the following exhibit

You need to design a solution that will process streaming data from an Azure Event Hub and output the data to Azure Data Lake Storage. The solution must ensure that analysts can interactively query the streaming data.
What should you use?

You are designing an Azure Databricks cluster that runs user-defined local processes. You need to recommend a cluster configuration that meets the following requirements:
• Minimize query latency.
• Maximize the number of users that can run queues on the cluster at the same time « Reduce overall costs without compromising other requirements
Which cluster type should you recommend?

You have an Azure Data Lake Storage Gen2 account that contains a JSON file for
customers. The file contains two attributes named FirstName and LastName.
You need to copy the data from the JSON file to an Azure Synapse Analytics table by using
Azure Databricks. A new column must be created that concatenates the FirstName and
LastName values.
You create the following components:
A destination table in Azure Synapse
An Azure Blob storage container
A service principal
Which five actions should you perform in sequence next in is Databricks notebook? To
answer, move the appropriate actions from the list of actions to the answer area and
arrange them in the correct order

You have an Azure Synapse Analytics dedicated SQL pool that contains a large fact table.
The table contains 50 columns and 5 billion rows and is a heap.
Most queries against the table aggregate values from approximately 100 million rows and
return only two columns.
You discover that the queries against the fact table are very slow.
Which type of index should you add to provide the fastest query times?