Data Quality & Taxonomy Governance

by | Oct 1, 2026

Data Quality & Taxonomy Governance Data normalization · taxonomy mapping · QA governance · analytics readiness A public-safe reconstruction of the systems required to turn inconsistent operational exports into governed, analysis-ready data. The workbook begins with...

AI Training & L&D Segmentation

by | Oct 1, 2026

AI Training & L&D Segmentation Audience segmentation · multi-table matching · campaign-ready analytics A public-safe reconstruction of a business segmentation workflow that combines training activity, organization metadata, and learning-and-development contact...

Learning & Curriculum Analytics Dashboard

by | Oct 1, 2026

Learning & Curriculum Analytics Dashboard Excel · dashboard design · utilization · portfolio strategy A portfolio-safe Excel reconstruction of learning and curriculum analytics methods using fully synthetic data. The workbook demonstrates how row-level engagement...

Stevenson Text Analysis

by | Oct 1, 2026

Stevenson Text Analysis Digital humanities · corpus methods · close-reading support A reproducible digital-humanities demonstration using public-domain Robert Louis Stevenson texts. The project pairs literary research with lightweight computational methods while...

Curriculum Portfolio Analytics

by | Oct 1, 2026

Curriculum Portfolio Analytics Curriculum strategy · taxonomy · utilization · lifecycle analysis A synthetic curriculum-management example showing how learning products can be structured across topics, formats, delivery modes, lifecycle stages, utilization,...