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Business Intelligence with Plotly

Turn data into decisions—master Business Intelligence with Plotly!

4.6
Advance

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Business Intelligence with Plotly
4 Modules
March 2026
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Course Curriculum

4 Modules · 12 Chapters · 12 Topics · 103 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
Business Charts
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
Dashboards
3 Chapters · 3 Topics · 27 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
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
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
04
Professional Output
3 Chapters · 3 Topics · 29 Sub-topics
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
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
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

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