Mastering Plotly and Dash Data Visualization with 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.
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This course includes
This course includes
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
Course Content
Introduction and Univariate Analysis
Exploratory Data Analysis - Bivariate and Multivariate Analysis
Customizing Plots
Advanced Customization
Interactivity in Plotly
Visualizing Machine Learning Models with Plotly
7 Lessons
Global Energy Consumption Visualization
Project
Introducing Dash
4 Lessons
Dash Layout
6 Lessons
Dash Styling
3 Lessons
Dash Callbacks
7 Lessons
User Interactivity in Dash
3 Lessons
Tabular data in Dash DataTable
6 Lessons
Global Energy Consumption Dashboard
Project
Conclusion
1 Lesson
How You'll Learn
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