Manuals / Data Literacy
Ops & Systems · Beginner → Intermediate
Data Literacy
Interactive path — click phases, expand checkpoints, mark chapters done. Metrics, dashboards, and how charts lie — so you don’t ship on vibes.

~4 wk
Typical span
4 phases
Learning bands
0/8
Chapters done
0%
Progress
Relative time weight by phase — click a band to open Phase detail.
Learning path
Phase map for this manual. Download the SVG or jump into a phase below.
Interactive pathway
Learning roadmap
A progressive route through 8 nodes across 4 phases. Click any node to open the chapter.
- Chapter
- Guide
- Checkpoint
- Beginner Mid Advanced
Text list of all chapters
- 01How to use this pathStart
- 02Definitions & denominatorsA · Metrics
- 03How charts lieA · Metrics
- 04SQL lite for truth-seekingB · Query
- 05Checkpoint: metric autopsyB · Query
- 06Experiments & causality cautionC · Decisions
- 07Data quality as a bug classC · Decisions
- 08Checkpoint: data skepticism kitC · Decisions




Discussion
Light notes for this path — saved in your browser only (not a public forum yet).