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Plotly Complete Professional Bootcamp

Zero to hero in Plotly—build professional dashboards with confidence!

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Plotly Complete Professional Bootcamp

7 Modules

Course Curriculum

7 Modules · 23 Chapters · 23 Topics · 201 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

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

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

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

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

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

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

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

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

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Plotly Complete Professional Bootcamp

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Plotly Complete Professional Bootcamp

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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