Mastering Plotly and Dash Data Visualization with Python

Mastering Plotly and Dash Data Visualization with Python

This course provides a comprehensive beginner through to advanced learning pathway to gain skills in data visualization with both Plotly and Dash in Python.

Beginner

73 Lessons

18h

Certificate of Completion

This course provides a comprehensive beginner through to advanced learning pathway to gain skills in data visualization with both Plotly and Dash in Python.

AI-POWERED

Explanations

AI-POWERED

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This course includes

2 Projects
245 Playgrounds
8 Quizzes

This course includes

2 Projects
245 Playgrounds
8 Quizzes

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

TAKEAWAY SKILLS

Data Visualization

Plotting

Graph

Python Programming

Machine Learning

What You'll Learn

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

What You'll Learn

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

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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

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