Introduction Data engineering is essential for modern data driven systems. Tasks like analytics, reporting, and machine learning are made easier with Data Engineering. It is vital that the aspiring data engineers understand how data moves, transforms, and stays reliable within systems. This guide highlights some of the technical skills, system thinking, and practical experience that…