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Plotly Mega Course

Ultimate Plotly mastery! From zero to visualization expert. Your complete data viz solution.

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Plotly Mega Course
7 Modules
March 2026
GUM-PLOTLY-M-XXXX

Course Curriculum

7 Modules · 26 Chapters · 26 Topics · 228 Sub-topics

01
Foundation
3 Chapters · 3 Topics · 20 Sub-topics
Introduction to Plotly
1 Topics
Getting Started with Plotly
6 Sub-topics
What is Plotly and Why Use It
Installing Plotly
Plotly Architecture Overview
First Plot with Plotly
Understanding Plotly Rendering Modes
Plotly vs Other Visualization Libraries
Plotly Express Fundamentals
1 Topics
Plotly Express Basics
6 Sub-topics
Introduction to Plotly Express
Understanding the Simple API
Working with DataFrames
Color Scales and Color Mapping
Faceting and Trellis Plots
Built-in Datasets in Plotly
Basic Chart Types
1 Topics
Fundamental Charts
8 Sub-topics
Line Charts
Scatter Plots
Bar Charts - Part 1 (Vertical Bars)
Bar Charts - Part 2 (Horizontal and Grouped Bars)
Area Charts
Pie Charts
Donut Charts
Funnel Charts
02
Core Visualizations
3 Chapters · 3 Topics · 27 Sub-topics
Statistical Charts
1 Topics
Statistical Visualizations
10 Sub-topics
Histograms
Box Plots
Violin Plots
Strip Plots
Density Heatmaps
Contour Plots
2D Histograms
Distribution Plots
Error Bars and Error Bands
Rug Plots
Advanced Chart Types
1 Topics
Complex Visualizations
11 Sub-topics
Bubble Charts
Treemaps
Sunburst Charts
Sankey Diagrams - Part 1 (Basics)
Sankey Diagrams - Part 2 (Customization)
Parallel Coordinates
Parallel Categories
Waterfall Charts
Bullet Charts
Gauge Charts
Indicator Charts
Financial Charts
1 Topics
Financial Data Visualization
6 Sub-topics
OHLC Charts
Candlestick Charts
Rangeslider Integration
Time Series with Range Selectors
Financial Indicators Overlay
Volume Charts
03
Specialized Charts
3 Chapters · 3 Topics · 28 Sub-topics
Scientific and Technical Charts
1 Topics
Scientific Visualizations
9 Sub-topics
Heatmaps
Correlation Matrices
Dendrograms
Ternary Plots
Radar Charts
Polar Charts
Wind Rose Charts
Carpet Plots
Contour Plots with Projections
3D Visualizations
1 Topics
Three-Dimensional Charts
9 Sub-topics
3D Scatter Plots
3D Line Plots
3D Surface Plots
3D Mesh Plots
3D Ribbon Plots
3D Isosurface Plots
3D Cone Plots
3D Streamtube Plots
Camera Controls and Viewing Angles
Geographic and Map Visualizations
1 Topics
Geographic Data Visualization
10 Sub-topics
Scatter Maps with Geo Coordinates
Choropleth Maps - Part 1 (Country Level)
Choropleth Maps - Part 2 (Regional Level)
Density Mapbox
Bubble Maps
Line Maps for Routes
Mapbox Integration
OpenStreetMap Integration
Custom Map Styles
Geographic Projections
04
Advanced Features
4 Chapters · 4 Topics · 38 Sub-topics
Subplots and Multiple Plots
1 Topics
Multiple Plot Layouts
9 Sub-topics
Creating Simple Subplots
Subplot with Different Chart Types
Shared Axes in Subplots
Secondary Y-Axes
Inset Plots
Custom Subplot Layouts
Subplot Titles and Annotations
Make_subplots Function Deep Dive
Combining Plotly Express with Subplots
Plotly Graph Objects Deep Dive
1 Topics
Graph Objects Architecture
8 Sub-topics
Understanding Graph Objects Structure
Figure and Data Objects
Layout Object Configuration
Traces and Trace Types
Creating Plots from Scratch with Graph Objects
Updating Figure Properties
Adding and Removing Traces
Graph Objects vs Plotly Express
Interactivity Features
1 Topics
Interactive Controls
11 Sub-topics
Hover Information Customization
Click Events and Interactions
Selection and Highlighting
Zoom and Pan Controls
Buttons and Dropdowns - Part 1 (Basics)
Buttons and Dropdowns - Part 2 (Advanced)
Sliders for Animation Control
Range Sliders and Selectors
Custom Modebar Buttons
Double-Click Behavior
Dragging and Resizing Elements
Animations
1 Topics
Animation Techniques
10 Sub-topics
Animation Basics with Plotly Express
Frame-Based Animations
Animation Settings and Controls
Transition Smoothness
Animated Scatter Plots
Animated Bar Chart Races
Animated Line Charts
Animated Maps
Custom Animation Frames
Exporting Animations
05
Styling and Design
3 Chapters · 3 Topics · 28 Sub-topics
Styling and Customization - Part 1 (Colors and Themes)
1 Topics
Color and Theme Management
8 Sub-topics
Color Scales and Palettes
Custom Color Sequences
Continuous Color Scales
Discrete Color Scales
Built-in Themes
Creating Custom Themes
Template Management
Dark Mode Implementation
Styling and Customization - Part 2 (Layout and Design)
1 Topics
Layout Customization
10 Sub-topics
Title Customization
Axis Formatting and Styling
Grid Customization
Margins and Padding
Background Colors
Fonts and Typography
Legend Positioning and Styling
Hover Label Customization
Annotations and Text
Shapes and Lines Overlay
Advanced Customization Techniques
1 Topics
Advanced Customization
10 Sub-topics
Custom Hover Templates
Advanced Annotations
Custom Tick Labels
Logarithmic and Other Axis Scales
Multiple Colorbars
Custom Legends
Grouped Legends
Subplot Annotations
Dynamic Title Updates
Conditional Formatting
06
Professional Development
4 Chapters · 4 Topics · 35 Sub-topics
Data Integration
1 Topics
Data Source Integration
10 Sub-topics
Working with Pandas DataFrames
NumPy Array Integration
JSON Data Handling
CSV File Data Loading
Excel File Integration
SQL Database Connections
API Data Fetching and Plotting
Real-Time Data Streaming
Large Dataset Handling
Data Preprocessing for Plotly
Integration with Dash Applications
1 Topics
Dash Integration
7 Sub-topics
Plotly in Dash Components
Callback-Based Updates
Live Updating Plots
Cross-Filtering Between Plots
Dash Bootstrap Components with Plotly
Store Components for Data Sharing
Client-Side Callbacks with Plotly
Performance Optimization
1 Topics
Optimization Techniques
9 Sub-topics
Reducing Figure Size
Data Decimation Techniques
WebGL for Large Datasets
Scattergl for Performance
Trace Visibility Management
Update Methods Efficiency
Memory Management
Render Performance Tips
Browser Performance Considerations
Exporting and Sharing
1 Topics
Export and Distribution
9 Sub-topics
Saving Static Images (PNG, JPG, SVG)
HTML Export
Interactive HTML Files
Embedding in Jupyter Notebooks
Embedding in Web Applications
PDF Export
Plotly Chart Studio Integration
Sharing with Configuration Options
Offline Plotting
07
Real-World Application
6 Chapters · 6 Topics · 52 Sub-topics
Statistical Analysis Visualizations
1 Topics
Statistical Analysis Charts
8 Sub-topics
Regression Lines and Fits
Confidence Intervals
Marginal Plots
Facet Grids for Analysis
Statistical Annotations
Time Series Decomposition Plots
Residual Plots
Q-Q Plots
Domain-Specific Applications
1 Topics
Industry-Specific Visualizations
8 Sub-topics
Biology and Genomics Plots
Chemistry Molecular Visualizations
Physics Simulation Plots
Network Graphs
Social Network Visualizations
Machine Learning Result Visualizations
A/B Testing Result Plots
Survey Data Visualizations
Best Practices and Design Principles
1 Topics
Visualization Best Practices
10 Sub-topics
Chart Type Selection Guidelines
Color Usage Best Practices
Accessibility in Visualizations
Mobile-Responsive Plots
Storytelling with Data
Dashboard Layout Principles
Performance Best Practices
Code Organization for Plotly Projects
Version Control for Visualizations
Documentation Standards
Troubleshooting and Common Issues
1 Topics
Problem Solving
9 Sub-topics
Figure Not Displaying Issues
Performance Problems
Data Format Errors
Styling Conflicts
Export Issues
Browser Compatibility
Jupyter Notebook Issues
Debugging Techniques
Error Message Interpretation
Advanced Real-World Projects
1 Topics
Production Applications
8 Sub-topics
Building Complete Dashboards
Multi-Page Analytics Applications
Real-Time Monitoring Systems
Report Generation Automation
Interactive Data Exploration Tools
Custom Visualization Libraries
Plotly in Production Environments
CI/CD for Visualization Projects
Future Trends and Advanced Topics
1 Topics
Emerging Technologies
9 Sub-topics
Plotly with Big Data Tools
Cloud-Based Visualization Solutions
Plotly API Advanced Features
Custom Components Development
Plotly Community Resources
Contributing to Plotly
Staying Updated with Plotly Releases
Advanced Animation Techniques
Virtual and Augmented Reality Visualizations

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