Box 1: Data Engineering Only
Box 2: Data Engineering and Data Analytics
Box 3: Standard
Box 4: Data Analytics only
Box 5: Premium
Premium required for RBAC. Data Analytics Premium Tier provide interactive workloads to analyze data collaboratively with notebooks References:
https://azure.microsoft.com/en-us/pricing/details/databricks/

Azure Databricks is an Apache Spark-based analytics platform. Azure Databricks supports autoscaling and manages the Spark cluster for you.
Incorrect Answers:
A, B:

A: Data Discovery & Classification is built into Azure SQL Database, Azure SQL Managed Instance, and Azure Synapse Analytics. It provides advanced capabilities for discovering, classifying, labeling, and reporting the sensitive data in your databases.
C: An important aspect of the information-protection paradigm is the ability to monitor access to sensitive data.
Azure SQL Auditing has been enhanced to include a new field in the audit log called data_sensitivity_information. This field logs the sensitivity classifications (labels) of the data that was returned by a query.
E: Data Discovery & Classification is part of the Advanced Data Security offering, which is a unified package for advanced Azure SQL security capabilities. You can access and manage Data Discovery & Classification via the central SQL Advanced Data Security section of the Azure portal.
Reference: https://docs.microsoft.com/en-us/azure/azure-sql/database/data-discovery-and-classification- overview

Explanation
Use a stored procedure, not an Azure Databricks notebook to invoke the R script.
Reference:
https://docs.microsoft.com/en-US/azure/data-factory/transform-data

Create a User for a security group
A best practice for managing your database is to use Windows security groups to manage user access. That way you can simply manage the customer at the Security Group level in Active Directory granting appropriate permissions. To add a security group to SQL Data Warehouse, you use the Display Name of the security group as the principal in the CREATE USER statement.
CREATE USER [<Security Group Display Name>] FROM EXTERNAL PROVIDER WITH DEFAULT_SCHEMA = [<schema>]; In our AD instance, we have a security group called Sales Team with an alias of [email protected]. To add this security group to SQL Data Warehouse you simply run the following statement:
CREATE USER [Sales Team] FROM EXTERNAL PROVIDER WITH DEFAULT_SCHEMA = [sales]; References:
https://blogs.msdn.microsoft.com/sqldw/2017/07/28/adding-ad-users-and-security-groups-to-azure-sql-data-warehouse/