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PG-DS-002 · IT HELP · DATA SCIENCE · GUIDE

UNC Data Science Notes

Accessibility-first public class notes and practical resources.

Author Polymath Global Published 2026-07-24 Reviewed 2026-07-24 Version 0.1.0
LevelBeginner Time10-15 minutes ScopeResource hub
Summary

The notes repository contains student-authored course notes organized by term, course, and week, with accessibility-first formatting and original artifacts retained when available.

Source repository
https://github.com/joediggidyyy/unc-data-science-notes
Source material
Listed source files and revisions
Verified
2026-07-24
Adaptation
Curated hub from the repository README and generated notes index.

Tooling disclosure. This guide was developed using a repository governance harness and AI-assisted research/curation workflow engineered by Joe Waller and enabled through OpenAI and Anthropic tooling. These tools support research and documentation, including source review, summarization, validation, and guide drafting, and do not replace the author's judgment.

1What is included

The repository is organized around readable Markdown notes and original artifacts.

  • Notes live under `notes/<Term>/<Course>/<WeekXX>/`.
  • Week roots contain viewable artifacts such as PDFs.
  • `docx/` folders carry Word source files and generated Markdown/media.

2Navigation

The notes index is the source of the public tree.

  • QuickReferences currently include Julia, PlutoJL Markdown, and a planned LaTeX math guide.
  • Spring 2026 and Summer 2026 course-week folders are listed from the index.
  • The internal QuickReferences hub will be added after the current IT Help replacements are complete.

3Public-sharing posture

The README defines conservative public-sharing expectations.

  • Notes should be original and written in the student's own words.
  • Personal information should be removed before committing.
  • Images are high-risk and require manual privacy review before approval.

VValidation

  • Generated from the listed source files and current route manifest.
  • Registered in the Polymath Global page registry with IT Help as active navigation.
  • Reviewed as a curated reader page; GitHub remains the source of record for future diffs.

RReferences

  1. README.md source SHA: b805b4c1aba660d4cacc49739cc8cd13d824d634
  2. notes/INDEX.md source SHA: 058d0ecfc3a9bb1c152905c9ed8c81abfbe3cb96

HRevision History

VersionDateChange
0.1.02026-07-24Initial internal HTML adaptation from GitHub source material.