In most data workflows, the ETL process - Extract, Transform, Load - is where everything begins.

It’s the backbone of analytics, reporting, and data-driven applications. In practice, ETL means:



Extract: pulling data from one or more sources (like APIs, CSV files, or databases).

Transform: cleaning, validating, and reshaping that data into a...