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Matplotlib for Business Analytics

Turn business data into powerful visual insights with Matplotlib!

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Intermediate

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Matplotlib for Business Analytics

4 Modules

Course Curriculum

4 Modules · 12 Chapters · 13 Topics · 92 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

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

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

Subplots and Multiple Plots

1 Topics

Subplots and Multiple Plots

8 Sub-topics

Creating Subplots with plt.subplots()

Creating Subplots with plt.subplot()

Unequal Subplot Sizes with GridSpec

Nested Subplots

Sharing Axes Between Subplots

Tight Layout and Spacing

Subplot Labels and Titles

Creating Inset Plots

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

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

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

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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Matplotlib for Business Analytics

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Matplotlib for Business Analytics

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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