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Matplotlib for Absolute Beginners

Your First Step to Data Visualization - No Experience Required, Just Passion!

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Absolute Beginner

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Matplotlib for Absolute Beginners
3 Modules

Course Curriculum

3 Modules · 7 Chapters · 7 Topics · 50 Sub-topics

01
Getting Started
2 Chapters · 2 Topics · 11 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
02
Basic Charts
3 Chapters · 3 Topics · 22 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
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
Pie Charts
1 Topics
Pie Charts
7 Sub-topics
Creating Basic Pie Charts
Exploding Pie Slices
Custom Colors and Patterns
Adding Percentage Labels
Donut Charts
Starting Angle and Direction
When to Use and Avoid Pie Charts
03
Simple Customization
2 Chapters · 2 Topics · 17 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
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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