ETL Pipeline for Data Engineering: A Beginner's Guide to Extract, Transform, and Load

An ETL pipeline is the core data-engineering workflow that turns scattered raw payloads — database rows, API responses, log files, SaaS exports — into clean, trusted data inside a warehouse where analysts and BI tools can use it. ETL stands for Extract, Transform, Load: pull raw data from many sourc