Mastering Plotly and Dash Data Visualization with Python
INTERACTIVE COURSE

Mastering Plotly and Dash Data Visualization with Python

Beginner

73 Lessons

18h

Certificate of Completion

AI Explanations
AI Explanations
Mastering Plotly and Dash Data Visualization with Python
2 Projects
245 Playgrounds
8 Quizzes
17 Illustrations

Takeaway Skills

Proficiency in dynamic data visualization using Plotly including customizations and advanced features

Comprehensive understanding of various analysis techniques (univariate, bivariate, multivariate) with Plotly

Hands-on experience with creating interactive dashboards using Dash including web application development

The ability to transform complex data into insightful and interactive narratives using Plotly and Dash for data-driven insights

Course Overview

Discover the compelling universe of Plotly and Dash, versatile Python libraries that enable interactive data visualization and web dashboard applications. These tools are essential for anyone seeking to effectively communicate data narratives and build interactive data visualizations. You'll explore Plotly’s robust data visualization capabilities. You’ll create plots for univariate, bivariate and multivariate analysis before customizing and adding interactivity, using real world datasets. Then, you’ll buil...Show More

Course Content

1

Introduction and Univariate Analysis

2

Exploratory Data Analysis - Bivariate and Multivariate Analysis

3

Customizing Plots

4

Advanced Customization

5

Interactivity in Plotly

6

Visualizing Machine Learning Models with Plotly

7 Lessons

Global Energy Consumption Visualization

Project

7

Introducing Dash

4 Lessons

8

Dash Layout

6 Lessons

9

Dash Styling

3 Lessons

10

Dash Callbacks

7 Lessons

11

User Interactivity in Dash

3 Lessons

12

Tabular data in Dash DataTable

6 Lessons

Global Energy Consumption Dashboard

Project

13

Conclusion

1 Lesson

How You'll Learn

Hands-on Coding Environments

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2x Faster Learning — With No Setup

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AI-Powered Learning

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Progress You Can Show

Built-in assessments let you test your skills. Completion certificates let you show them off.

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