Introduction Data engineering focuses on designing, building, and maintaining systems that collect, process, store, and deliver data for analysis and decision-making. Modern organizations generate enormous amounts of data from websites, applications, sensors, and business systems. Data engineers ensure this information is reliable, accessible, and useful. This article explains some of the most important foundational concepts in data engineering in a practical and beginner-friendly way. 1. Batch