# Data Pipeline

> The stages that ingest, clean, and transform data into a form suitable for training or inference.

Record: `lexicon:data-pipeline`
Kind: mechanism
Layer: [Correctness Core](https://banes-lab.com/records/layer/correctness-core.md)
Canonical: https://banes-lab.com/ontology/lexicon#lexicon-data-pipeline

Listed in [Lexicon terms](https://banes-lab.com/api/records/lexicon.md), after [Document Store](https://banes-lab.com/records/lexicon/document-store.md) and before [Data/Model Boundaries](https://banes-lab.com/records/lexicon/data-model-boundaries.md).

## Category

- [Model Architecture](https://banes-lab.com/records/lexicon-category/model-architecture.md)

## Required by

- [Machine Learning Architecture](https://banes-lab.com/records/architecture/machine-learning-architecture.md)

## Linked from

- [Model Architecture](https://banes-lab.com/ontology/principles/architecture-category-model-architecture.md)