You are setting up a solution to ingest real-time Twitter data to Apache Spark Cluster using Azure Databricks. Choose the option which is NOT involved in this solution.

Answer options:

A.Attach libraries for Event Hubs and Twitter API.
B.Read tweets from Event Hubs.
C.Create a Twitter app to access streaming data.
D.Create workspace in Azure Databricks.
E.Create a Spark cluster in Azure Databricks.

Correct Answer: D
There are 3 major parts to this solution. Firstly, we need to ingest data to Azure Event hubs, integrate it with Azure Databricks to process the messages, and finally think about accessing this data using Twitter API. The following are the tasks involved in this setup as per Microsoft documentation. Create an Azure Databricks workspace.
Create a Spark cluster in Azure Databricks.
Create a Twitter app to access streaming data.
Create notebooks in Azure Databricks.
Attach libraries for Event Hubs and Twitter API.
Send tweets to Event Hubs.
Read tweets from Event Hubs.
Options A, B, C and E are incorrect: These are the steps involved in achieving this solution.
Option D is correct: Notebooks should be created in Azure Databricks, not workspace.
Reference: 
To know more, please refer to the docs below: 

https://docs.microsoft.com/en-us/azure/databricks/scenarios/databricks-stream-from-eventhubs?toc=https%3A%2F%2Fdocs.microsoft.com%2Fen-us%2Fazure%2Fevent-hubs%2FTOC.json&bc=https%3A%2F%2Fdocs.microsoft.com%2Fen-us%2Fazure%2Fbread%2Ftoc.json