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3D Visualization with Matplotlib

Create stunning 3D visualizations that bring data to life!

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3D Visualization with Matplotlib

3 Modules

Course Curriculum

3 Modules · 9 Chapters · 9 Topics · 69 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

3D Plotting with Matplotlib

1 Topics

3D Plotting with Matplotlib

9 Sub-topics

Setting Up 3D Axes

3D Line Plots

3D Scatter Plots

3D Surface Plots

Wireframe Plots

3D Contour Plots

3D Bar Plots

Viewing Angle and Rotation

3D Plot Styling

Heatmaps and 2D Representations

1 Topics

Heatmaps and 2D Representations

8 Sub-topics

Creating Heatmaps with imshow()

Creating Heatmaps with pcolor() and pcolormesh()

Adding Color Bars and Labels

Custom Color Maps

Interpolation Methods

Contour Plots

Filled Contour Plots

Contour Labels and Customization

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

Animations in Matplotlib

1 Topics

Animations in Matplotlib

8 Sub-topics

Understanding Animation Architecture

FuncAnimation Basics

Creating Simple Animations

Updating Line Plots in Animations

Animating Scatter Plots

Saving Animations as Video Files

Saving Animations as GIFs

Animation Performance Optimization

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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3D Visualization with Matplotlib

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

3D Visualization with Matplotlib

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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