SophiArch
BeginnerDS102

Data Visualisation and Communication

Go beyond basic charts. Learn how matplotlib and seaborn actually work, then use that foundation to build distribution plots, correlation matrices, time series charts, and presentation-ready figures — and develop the judgment to communicate findings clearly to any audience.

Lessons are AI-assisted and human-reviewed. Learn more.

Syllabus

The Matplotlib Foundation

01
The Figure and Axes ModelFree preview
20 min
02
Customising Plots
25 min
03
Subplots and Layouts
30 min

Exploring Data Visually

04
Distribution Plots
30 min
05
Relationships and Correlations
35 min
06
Time Series Visualisation
30 min

Communicating Clearly

07
Colour and Accessibility
20 min
08
From Exploration to Presentation
25 min
09
AI-Assisted Visualisation
35 min