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