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Troubleshooting: Navigate digital edition peer review

Troubleshooting common problems when you navigate digital edition peer review: diagnose the usual errors, find the root cause fast and apply fixes that satisfy reviewers.

When to Validate TEI against a schema

When to validate TEI against a schema and when not to: the trade-offs, costs and signals that tell you whether this approach fits your sources and project

When to Use Jupyter notebooks for history

When to use Jupyter notebooks for history and when not to: the trade-offs, costs and signals that tell you whether this approach fits your sources and project

Write Ground Truth Transcription Guidelines

How to write ground truth transcription guidelines for OCR and HTR training so volunteers and staff produce consistent, model-ready data. Start with this guide.

When to Use CLTK for classical languages

When to use CLTK for classical languages and when not to: the trade-offs, costs and signals that tell you whether this approach fits your sources and project

Detect language in mixed sources: A Practical Guide

A practical guide to detect language in mixed sources for working historians and archivists, covering the workflow end to end with concrete examples you can

When to Validate files with JHOVE

When to validate files with JHOVE and when not to: the trade-offs, costs and signals that tell you whether this approach fits your sources and project before

Build a multispectral imaging rig: A Practical Guide

A practical guide to build a multispectral imaging rig for working historians and archivists, covering the workflow end to end with concrete examples you can reuse.

Use the IIIF Presentation API: A Practical Guide

A practical guide to use the IIIF Presentation API for working historians and archivists, covering the workflow end to end with concrete examples you can reuse

Write a data dictionary: A Practical Guide

A practical guide to write a data dictionary for working historians and archivists, covering the workflow end to end with concrete examples you can reuse today.