Learning Roadmap for Plotly Dash
Learning Roadmap for Plotly Dash
Plotly Dash is Python library for data visualization. A road map for learning web and dashboard development is given below.
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Introduction to Plotly Dash
- What is Plotly Dash
- Introduce the Plotly Dash libraries
- Creating Simple Plotly Dash app
- Cover the key steps and components for creating a basic Dash application with interactive Plotly visuals
Dash Core Components
Plotly Figures & Chart Types
- Dive into the Plotly library for data analysis and visualization
- Create Plotly Dash Simple Chart
- Build interactive visualization using Plotly graphs
- Customize several chart types, including line charts, bar charts, pie charts, scatterplots, maps, and histograms
App Layouts + Callbacks
- Focus on state management, no_update, and prevent_initial_call
- Create custom layouts using HTML components and styles
- Connect multiple inputs and outputs to build interactive dashboards
Advanced Topics
- Explore conditional and chained callbacks
- Implement cross-filters and real-time automation
- Deployment and Best Practices
- Deploying Dash Apps
- Performance optimization and Scalability
- Resources for further learning and exploration
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