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Matplotlib for Beginners

Transform Data into Visual Stories - Master Matplotlib, Master Your Career!

4.5
Beginner

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Matplotlib for Beginners
3 Modules
March 2026
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Course Curriculum

3 Modules · 11 Chapters · 11 Topics · 81 Sub-topics

01
Getting Started
3 Chapters · 3 Topics · 18 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
Basic Plotting Fundamentals
1 Topics
Basic Plotting Fundamentals
6 Sub-topics
Understanding plot() Function Basics
Creating Simple Line Plots
Plotting Multiple Lines on One Graph
Setting X and Y Axis Data
Understanding Matplotlib's State Machine
Quick Styling with Format Strings
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
Core Plots
4 Chapters · 4 Topics · 29 Sub-topics
Line Plots and Customization
1 Topics
Line Plots and Customization
8 Sub-topics
Line Styles - Solid, Dashed, Dotted
Line Width and Transparency
Line Colors - Named, Hex, RGB
Markers - Types and Customization
Marker Size and Edge Properties
Creating Smooth Curves
Plotting Mathematical Functions
Step Plots and Fill Between
Scatter Plots
1 Topics
Scatter Plots
7 Sub-topics
Creating Basic Scatter Plots
Marker Size Variation by Data
Color Mapping by Data Values
Adding Color Bars
Marker Transparency and Overlapping Data
Scatter Plot with Different Marker Types
Bubble Charts
Bar Charts and Variants
1 Topics
Bar Charts and Variants
7 Sub-topics
Vertical Bar Charts
Horizontal Bar Charts
Customizing Bar Width and Colors
Grouped Bar Charts
Stacked Bar Charts
Bar Charts with Error Bars
Adding Value Labels on Bars
Histograms and Distributions
1 Topics
Histograms and Distributions
7 Sub-topics
Creating Basic Histograms
Controlling Bin Number and Width
Histogram Customization and Styling
Multiple Histograms with Transparency
Cumulative Histograms
2D Histograms
Density Plots and KDE Overlays
03
Styling Basics
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
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
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

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