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Visualization using Matplotlib for Python
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Introduction
About the Course
Basics of Matplotlib
How to Draw Various Plot Elements
How to Draw a Figure
Other Methods for Drawing a Figure
Setting the Tick for a Plot
Controlling the Spine
Adding a Legend to the Plot
Using Annotate to Identify Data Points
Adding Text to a Plot
Using the Grid to Help Locate Data
Setting the Title of a Plot
Placing Multiple Plots onto One Figure Using Subplots
Creating Complex Layouts with GridSpec
Colors
Quiz: Figure Elements
How to Draw Different Types of Plots
How to Draw a Line Plot
How to Draw a Scatter Plot
How to Draw a Bar Plot
Using Error Bars to Show Uncertainty
How to Draw a Histogram Plot
How to Draw a Pie Plot
How to Draw a Box Plot
How to Draw a Heatmap Plot
How to Draw a Radar Plot
Using Color Bars to Improve Data Readability
How to Draw a 3D Plot Using Surface Plot
Using Fill Between to Fill the Area between Two Curves
How to Draw a Stem Plot
How to Draw a Stack Plot
XKCD
Quiz: Different Types of Plots
Final Remarks
Quiz: Figure Elements
1
How many spines does a plot have?
A)
1
B)
2
C)
3
D)
4
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