Lakehouse is a unique architecture that incorporates the best features of a Data Lake repository, which is used to store unstructured and semi-structured data, and data warehouses, which are used to store structured tables used to create reports. That is, you can store all this data in one place and access it via PySpark or SQL language…

Dataflow is a tool that has been around in the Power BI service for a very long time , and is used to import, transform, and load data into a semantic model (ETL). Practically, it is Power Query in a cloud environment. With the advent  of Microsoft Fabric, Dataflow Gen2 was introduced , which is much more advanced compared to the previous version and enables faster work with large amounts of data, as well as their parallel processing.