Simplifying ETL Pipelines with SQL: Three Tips for Data Processing

Recently, I have been asked how to simplify our ETL pipeline so that customers can quickly visualize the data processing steps before building complicated ML models. Here are three tips you could immediately implement into your workflow to make your data more transparent.

• Generate input tables using SQL queries without modifying the database.


• Implement simple calculation steps by utilizing SQL functions.


• Set variables for the ETL calculation steps.

The benefit is obvious:

• Simplify workflow: Eliminate the need to transfer data …

building customers data data processing etl generate ml models pipeline pipelines processing simplifying sql sql queries tables tips workflow