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Plotly Quick Start for Developers

From zero to Plotly hero in record time!

4.3

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Plotly Quick Start for Developers

3 Modules

Course Curriculum

3 Modules · 8 Chapters · 8 Topics · 70 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

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

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

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

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

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Plotly Quick Start for Developers

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

Start Your Journey Today

Plotly Quick Start for Developers

Certificate of Completion

Course Curriculum

Student Reviews

Frequently Asked Questions

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