Thanks Juliet, very much helpful. I think that covers most of the topics except the below ones. please see if these are available, too. This is my last ask.

Introduction to SQL Analytics on Lakehouse.

Structured Streaming with Lakehouse.

Apache Spark™ Programming(even dbc file will work)

Many Thanks Juliet.