Prepare and process data — Microsoft Certified: Azure Databricks Data Engineer Associate

The official AZURE documentation our Prepare and process data practice questions are cited to. Review the primary sources, then practise.

Official references for this objective

Microsoft — Stream Data Using Azure Stream Analytics Integration (Preview) - Azure SQL Database | Microsoft Learn

You can also write Azure Stream Analytics Query Language queries in the portal to transform incoming events
Microsoft — Key Differences for Machine Learning Services - Azure SQL Managed Instance | Microsoft Learn

There's no support in SQL Managed Instance for packages that depend on external runtimes (like Java)
Microsoft — Machine Learning Services in Azure SQL Managed Instance - Azure SQL Managed Instance | Microsoft Learn

The feature runs your scripts where the data resides and eliminates transfer of the data across the network to another server.