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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  1. Introduction to Plotly  Dash

  2. Dash Core Components

  3. 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
  4. 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
  5. Advanced Topics

    • Explore conditional and chained callbacks
    • Implement cross-filters and real-time automation
  6. Deployment and Best Practices
    • Deploying Dash Apps
    • Performance optimization and Scalability
    • Resources for further learning and exploration 


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