Can someone help me understand following about internal shortcuts: 1. Is it allowed to create shortcuts in both lakehouse and warehouse, or is this lakehouse feature only? 2. Can internal shortcut point to lakehouse within a workspace? 3. Can internal shortcut point to lakehouse outside a workspace? 4. Can internal shortcut point to warehouse within a workspace? 5. Can internal shortcut point to warehouse within a workspace?

Hi Let's say I have a dataset with incremental refresh configured such that it refreshes the last one month of data, daily. In this scenario, suppose I want to perform a one-off full load, then how do I action this?

Is there a way to daily backup the warehouse and lakehouse contents?

👇 Use this thread to ask any questions you might have about this lesson #4.3 Implementing STAR schema (LH & DWH)

Preparing for the Microsoft Fabric Analytics Engineer certification has been nothing but an experience. The questions in the exams are entirely scenario based, requiring you to understand in depth how Microsoft analytical asses operate, together and in unison and testing your knowledge in DAX, SQL and a little bit of PySpark. I want to extend a thank you to the Skool community and to @Will Needham ’s DP:600 practice videos, it provides a lot of clarity on understanding a real world scenario. As I prepare for my DP:700, I am motivated to explore more on PySpark,SQL and KQL. I’m deeply interested in understanding how Microsoft Fabric manages real time data. Goodluck to those in preparation mode as-well!