AI engineering glossary · Data engineering

What is full load?

Full load (also called Full refresh): Copying an entire dataset from source to target on every run, replacing whatever was there before. It is simple and self-correcting, because any earlier error disappears, but slow and costly for big tables.

Level: beginnerTopic: Data engineering

Full load: an example

A 50,000-row product table is fully reloaded every night because it is small and changes unpredictably.

Related terms

More Data engineering terms

Where you learn it

Full load is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.

Before you go

Take the cheat sheet with you

One free PDF: the key AI-engineering terms, formulas and Python idioms. No spam; unsubscribe any time.