---
license: cc-by-4.0
pretty_name: ID Tech Learning Center
language:
- en
tags:
- biometrics
- digital-identity
- ai-search
- llm
- knowledge-base
- jsonl
- machine-readable
---

# ID Tech Learning Center

This Hugging Face dataset repository mirrors the public machine-readable corpus published by the ID Tech Learning Center at [learn.idtechwire.com](https://learn.idtechwire.com).

The canonical source remains the Learning Center itself. This mirror exists to make the datasets easier to discover and consume in AI, retrieval, and model-development workflows that already use the Hugging Face ecosystem.

## Included datasets

| Dataset | Records | Raw file | Canonical docs | API | Schema | Last updated |
| --- | ---: | --- | --- | --- | --- | --- |
| vendors | 43 | [JSONL](https://learn.idtechwire.com/datasets/vendors.jsonl) | [Docs](https://learn.idtechwire.com/for-ai/datasets/vendors) | [API](https://learn.idtechwire.com/api/vendors) | [Schema](https://learn.idtechwire.com/datasets/schemas/vendors.schema.json) | 2026-03-18 |
| technologies | 30 | [JSONL](https://learn.idtechwire.com/datasets/technologies.jsonl) | [Docs](https://learn.idtechwire.com/for-ai/datasets/technologies) | [API](https://learn.idtechwire.com/api/technologies) | [Schema](https://learn.idtechwire.com/datasets/schemas/technologies.schema.json) | 2026-03-31 |
| glossary | 23 | [JSONL](https://learn.idtechwire.com/datasets/glossary.jsonl) | [Docs](https://learn.idtechwire.com/for-ai/datasets/glossary) | [API](https://learn.idtechwire.com/api/glossary) | [Schema](https://learn.idtechwire.com/datasets/schemas/glossary.schema.json) | 2025-11-10 |
| cards | 109 | [JSONL](https://learn.idtechwire.com/datasets/cards.jsonl) | [Docs](https://learn.idtechwire.com/for-ai/datasets/cards) | [API](https://learn.idtechwire.com/api/cards) | [Schema](https://learn.idtechwire.com/datasets/schemas/cards.schema.json) | 2026-03-31 |

## Repository contents

- `vendors.jsonl`
- `technologies.jsonl`
- `glossary.jsonl`
- `cards.jsonl`
- `dataset-manifest.json`
- `schemas/*.schema.json`

## Canonical source

- Site: [https://learn.idtechwire.com](https://learn.idtechwire.com)
- AI hub: [https://learn.idtechwire.com/for-ai](https://learn.idtechwire.com/for-ai)
- Dataset browser: [https://learn.idtechwire.com/for-ai/datasets](https://learn.idtechwire.com/for-ai/datasets)
- Manifest: [https://learn.idtechwire.com/datasets/dataset-manifest.json](https://learn.idtechwire.com/datasets/dataset-manifest.json)
- LLM guidance: [https://learn.idtechwire.com/llms.txt](https://learn.idtechwire.com/llms.txt)

## Data model

Each record includes provenance in an `_meta` block with dataset name, schema version, source path, canonical path, API path, and license.

This mirror was generated from catalog version **2.0.0** and schema version **1.0.0**. The source manifest timestamp is **2026-03-31T15:12:40.478Z**.

## License

Unless otherwise noted, the mirrored Learning Center content is published under [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/).

## Update policy

This dataset mirror is generated from the same source-controlled build artifacts that power the public Learning Center. Do not edit mirrored files directly in the Hub UI; update the canonical repo and re-run the mirror workflow instead.