10 Advanced Matplotlib Concepts You Must Know To Create Killer Visuals
Last Updated on July 15, 2023 by Editorial Team
Author(s): Bex T.
Originally published on Towards AI.
Become Leonardo da Matplotlib

Image by me with Midjourney. All the rest of the images are by the author unless specified otherwise.
Good things come to those who read the Matplotlib documentation.
I made up the new version of the famous quote after suffering hours reading the complex documentation of Matplotlib. And the return on my investment was so great that I was left wondering why everybody wouldn’t do it.
Then, I realized you shouldn’t have to suffer the same way I did no matter the reward, because I can share my best findings with you. When used properly, these findings can push your plots instantly to… Read the full blog for free on Medium.
Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.
Published via Towards AI
Towards AI Academy
We Build Enterprise-Grade AI. We'll Teach You to Master It Too.
15 engineers. 100,000+ students. Towards AI Academy teaches what actually survives production.
Start free — no commitment:
→ 6-Day Agentic AI Engineering Email Guide — one practical lesson per day
→ Agents Architecture Cheatsheet — 3 years of architecture decisions in 6 pages
Our courses:
→ AI Engineering Certification — 90+ lessons from project selection to deployed product. The most comprehensive practical LLM course out there.
→ Agent Engineering Course — Hands on with production agent architectures, memory, routing, and eval frameworks — built from real enterprise engagements.
→ AI for Work — Understand, evaluate, and apply AI for complex work tasks.
Note: Article content contains the views of the contributing authors and not Towards AI.