Data Engineering / ETL / ELT
ETL - Extract, Transform, and Load
ELT - Extract, Load, and Transform
In this video, I have explained how to write the code for Source Data Audit and Task Audit using Python.
In the previous video, I explained the Data Engineering / ETL Concepts • Data Engineering ETL V... .
The following essential concepts have been covered in the previous video:
Incremental Extract vs Full Extract
How to design the Incremental Extract
Source and Task Audit Table
Staging Area and its importance
Data Warehouse / Data Lake
Data Mart
Data Transformation and Aggregation
Defining the granularity of the data storage
Hierarchies
I have also covered how we can use Python for ETL or Data Integration tools like Pentaho Data Integration (PDI) / SQL Server Services for ETL at a conceptual level.
I hope this video would serve as a good starting point for anyone wanting to understand the Data Engineering / ETC Concepts.
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30 сен 2024