What a Good Chart Is Supposed to Do
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Data Visualization and Dashboard Storytelling
An honest dashboard-style story with static charts, statistical visuals, interactive exploration, captions, accessibility notes, and limitations.
Data Questions, Audience, and Decision Context
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Chart Anatomy: Axes, Labels, Scales, Legends, and Annotations
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Comparison Charts: Bars, Slopes, Dot Plots, and Ranking
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Time-Series Charts and Trend Explanations
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Distribution Charts and Uncertainty Communication
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Relationship Charts: Scatter, Regression, and Grouped Patterns
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Color, Accessibility, and Visual Hierarchy
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Matplotlib for Controlled Static Figures
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Seaborn for Statistical Exploration
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Plotly for Interactive Exploration
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Dashboard Layout, Narrative Flow, and Executive Summary
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
Capstone: Dashboard Story with Chart Critique and Limitations
Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.
First-release boundary
This is a text-first course shell. Leonardo/image creation, image QC, dependency-heavy runtime QA, external review, and learner pilot evidence remain separate later quality steps.