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Scientific Visualization Specialist

Transform scientific data into visual stories—become a visualization specialist today!

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Scientific Visualization Specialist

3 Modules

Course Curriculum

3 Modules · 8 Chapters · 8 Topics · 72 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

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

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

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

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

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

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

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Scientific Visualization Specialist

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Scientific Visualization Specialist

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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