Mastering Plotly and Dash Data Visualization with Python

Description

In this course, you will learn:

• Plotly proficiency in dynamic data visualization, including modifications and sophisticated features.
• Plotly provides a comprehensive understanding of numerous analysis methodologies (univariate, bivariate, and multivariate).
• Hands-on experience with Dash, including web application development, in constructing interactive dashboards.
• The ability to use Plotly and Dash to transform complex data into informative and engaging narratives for data-driven insights.

Syllabus :

• Introduction and Univariate Analysis
• Exploratory Data Analysis - Bivariate and Multivariate Analysis
• Customizing Plots
• Advanced Customization
• Interactivity in Plotly
• Visualizing Machine Learning Models with Plotly
• Introducing Dash
• Dash Layout
• Dash Styling
• Dash Callbacks
• User Interactivity in Dash
• Tabular data in Dash DataTable