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Time Series Visualization

Unlock temporal patterns and forecast futures with powerful time series plots!

4.4
Intermediate

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Time Series Visualization
3 Modules
March 2026
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Course Curriculum

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

01
Foundation
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
Time Series Basics
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
Dates and Times in Plots
1 Topics
Dates and Times in Plots
7 Sub-topics
Plotting Time Series Data
Date Formatting on Axes
Date Locators and Formatters
Time Zones Handling
Date Range Selection
Custom Date Formats
Multiple Time Scales
Statistical Plots and Analysis
1 Topics
Statistical Plots and Analysis
7 Sub-topics
Regression Lines
Confidence Intervals
Moving Averages
Statistical Annotations
Probability Plots
Quantile Plots
Residual Plots
03
Advanced Time Series
5 Chapters · 5 Topics · 41 Sub-topics
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
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
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

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