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Publication-Quality Plots with Matplotlib

Create stunning, publication-ready plots that impress journals and clients alike!

4.4
Intermediate

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Publication-Quality Plots with Matplotlib
3 Modules
March 2026
GUM-PUBLICAT-XXXX

Course Curriculum

3 Modules · 10 Chapters · 11 Topics · 80 Sub-topics

01
Foundation
2 Chapters · 2 Topics · 12 Sub-topics
Introduction to Matplotlib
1 Topics
Introduction to Matplotlib
5 Sub-topics
What is Matplotlib and Why Use It
Installing Matplotlib and Verifying Setup
Understanding Pyplot vs Object-Oriented Interface
Your First Plot - Hello Matplotlib
Jupyter Notebook Integration and Magic Commands
Figure and Axes Architecture
1 Topics
Figure and Axes Architecture
7 Sub-topics
Understanding Figure Objects
Understanding Axes Objects
Creating Figures with plt.figure()
Creating Figures with plt.subplots()
Figure Size and DPI Settings
Axes vs Axis - Clearing the Confusion
The Anatomy of a Matplotlib Plot
02
Professional Styling
4 Chapters · 4 Topics · 34 Sub-topics
Customizing Plot Appearance
1 Topics
Customizing Plot Appearance
9 Sub-topics
Setting Plot Titles
Axis Labels and Font Properties
Tick Customization - Location and Labels
Tick Formatting - Numbers and Dates
Axis Limits and Ranges
Axis Scales - Linear, Log, Symlog
Spine Customization
Removing Spines and Ticks
Plot Styles and Style Sheets
Text, Annotations, and Labels
1 Topics
Text, Annotations, and Labels
8 Sub-topics
Adding Text to Plots
Text Positioning and Alignment
Text Properties - Font, Size, Color
Mathematical Expressions with LaTeX
Annotations with Arrows
Annotation Styles and Customization
Automatic Text Positioning
Text Boxes and Boundaries
Working with Colors and Colormaps
1 Topics
Working with Colors and Colormaps
9 Sub-topics
Color Specification Methods
Named Colors and Color Codes
Built-in Colormaps Overview
Sequential Colormaps
Diverging Colormaps
Qualitative Colormaps
Creating Custom Colormaps
Color Normalization
Colorblind-Friendly Palettes
Legends and Grid Customization
1 Topics
Legends and Grid Customization
8 Sub-topics
Creating Basic Legends
Legend Location and Positioning
Legend Customization - Font and Frame
Multiple Legends in One Plot
Custom Legend Entries
Grid Lines - Major and Minor
Grid Styling and Transparency
Customizing Grid Appearance
03
Export and Standards
4 Chapters · 5 Topics · 34 Sub-topics
Saving and Exporting Plots
1 Topics
Saving and Exporting Plots
8 Sub-topics
Saving Figures with savefig()
File Formats - PNG, JPG, PDF, SVG
DPI and Resolution Settings
Transparent Backgrounds
Bbox and Tight Layout in Saving
Multi-Page PDFs
Vector vs Raster Formats
Optimizing File Size
Customizing with rcParams
1 Topics
Customizing with rcParams
8 Sub-topics
Understanding rcParams
Global Parameter Settings
Temporary Parameter Changes
Creating Custom Style Files
Font and Text Parameters
Line and Marker Parameters
Figure and Axes Parameters
Resetting to Defaults
Advanced Customization Techniques
1 Topics
Advanced Customization Techniques
8 Sub-topics
Custom Tick Formatters
Custom Tick Locators
Custom Scales
Transform System
Custom Artists
Path Effects
Clipping and Masking
Advanced Colorbars
Real-World Applications and Best Practices
2 Topics
Real-World Applications and Best Practices - Part 1
5 Sub-topics
Scientific Publication Plots
Business Dashboard Components
Data Exploration Workflows
Report Automation
Common Mistakes to Avoid
Real-World Applications and Best Practices - Part 2
5 Sub-topics
Code Organization for Plotting
Documentation and Reproducibility
Testing Plot Functions
Accessibility and Universal Design
Future of Matplotlib and Alternatives

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