Checkpoint: Data Processing Pipeline
intermediate20 min readLesson 83 of 169
Read, validate, transform, and aggregate a real-shaped dataset.
Everything in this module converges here: parse structured records, validate them, transform, aggregate, and report — the pipeline shape of every data script worth keeping.
Working with AI: ask the mentor to red-team your validation ("what input breaks this?") — boundary failures are where data pipelines actually die.