Skip to main content

Courses About Pricing Educators

Sign in Get started

Courses About Pricing Educators

Get started Sign in

Loading courses

Loading course

Data Visualization with Matplotlib: Uncharted

CoursesData Visualization with Matplotlib

Data Visualization with Matplotlib

Turn numbers into charts people actually read. From your first line plot to a full dashboard: bars, distributions, color, layout, pandas, and the storytelling that makes a figure land. Assumes basic Python.

Easy to Intermediate
12 units
240 lessons

Follow the units in order, or explore any lesson that interests you.

Sign in to start

Course syllabus

12 units

1. First Figures
Build your first line charts and learn the figure, axes, and labels that make them readable.
20 lessonsStart here
Loading lessons…
2. Bars That Compare
Build honest bar charts that order, group, and emphasize categorical comparisons.
20 lessons
3. Lines That Move
Build and read time series with gaps, comparisons, bands, steps, and deliberate emphasis.
20 lessons
4. Dots That Relate
Build scatter plots that reveal paired relationships, groups, outliers, and added encodings.
20 lessons
5. The Shape of the Data
Reveal clusters, gaps, skew, and spread with histograms and box plots that keep their comparisons honest.
20 lessons
6. Color and Style
Give color a clear job, choose a fitting colormap, and remove decoration that competes with the data.
20 lessons
7. Many Charts at Once
Compose axes into deliberate figures, share scales for fair comparisons, and repeat one visual grammar across groups.
20 lessons
8. Meet pandas
Build Series and DataFrames from scratch, select trustworthy rows and columns, and carry a tidy table into a chart.
20 lessons
9. Plots from DataFrames
Turn raw DataFrame rows into grouped, pivoted, and time-aware views that are ready to plot.
20 lessons
10. Tell the Story
Turn a correct chart into a clear, focused, and honest visual argument.
20 lessons
11. The Extended Family
Choose and build specialized forms for composition, grids, and uncertainty.
20 lessons
12. The Dashboard
Carry one bike share dataset from raw rows to a coherent, honest dashboard.
20 lessons

240 lessons across 12 units. Start with any published unit.