Overview What You Will Learn Curriculum Instructor

Course Overview

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Unlock the power of  interactive dashboards with Python in this comprehensive course on Plotly and Dash. Whether you're a data scientist, analyst, or developer, this course equips you with the essential tools to create visually stunning, interactive dashboards. You’ll learn to transform static data into engaging visual stories that drive impactful decisions and enhance business insights. 

This hands-on course covers everything from setting up Plotly and Dash environments to designing and deploying dashboards. In the early modules, you’ll explore basic Plotly charts and get familiar with Dash’s layout structure. Moving into advanced topics, you'll dive into interactive elements, such as responsive data tables, form handling, real-time filtering, and advanced chart types. You'll also master working with 3D charts, maps, and multi-page apps, along with incorporating databases and APIs to enhance your dashboards. Key lessons include performance optimization, state management, and techniques for improving the user experience with custom themes, notifications, animations, and accessibility. 

By the end, you’ll apply everything you’ve learned through a real-world project, creating a feature-rich dashboard using the Titanic dataset. This course is perfect for anyone looking to deploy production-ready dashboards and sharpen their data visualization skills with Python. 

What You Will Learn

  • Build interactive dashboards using Plotly and Dash from scratch.
  • Create advanced charts like 3D graphs, geo charts and maps.
  • Integrate data from APIs and databases into dashboards.
  • Implement dynamic layouts and state management.
  • Add interactive elements like forms, filters and notifications.
  • Apply best practices for performance optimization.
  • Use Bootstrap for custom themes and responsive design.
  • Deploy dashboards locally and in production environments.
  • Build real-world projects with data, such as a Titanic dashboard.

Program Curriculum

  • What is Dash?
  • Setting Up Your Development Environment
  • Basic Plotly Charts
  • Chapter 1 Quiz

  • Dash Layout Basics
  • Adding Interactivity
  • Styling Dashboards
  • Deploying Dashboards Locally
  • Chapter 2 Quiz

  • Advanced Chart Types
  • Interactive Visualizations
  • 3D and Geo Charts
  • Customizing Plots
  • Chapter 3 Quiz

  • Core Components
  • Graph and DataTable Components
  • Tabs and Multi-page Apps
  • File Upload and Download
  • Chapter 4 Quiz

  • Reading Data
  • Using Pandas for Data Processing
  • Connecting to Databases
  • Using APIs
  • Chapter 5 Quiz

  • Form Handling
  • Notifications and Alerts
  • Interactive Data Filtering
  • Basic User Authentication
  • Chapter 6 Quiz

  • Advanced Techniques
  • Dynamic Layouts
  • Performance Optimization
  • Error Handling
  • Chapter 7 Quiz

  • Using Dash Bootstrap
  • Custom Themes
  • Animating Dashboards
  • Ensuring Accessibility
  • Chapter 8 Quiz

  • Financial Dashboards
  • Health Dashboards
  • Sales Dashboards
  • Operational Dashboards
  • Chapter 9 Quiz

  • Project
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Instructor

Meta Brains

Meta Brains is a professional training brand developed by a team of software developers and finance professionals who have a passion for Coding, Finance & Excel. We bring together both professional and educational experiences to create world-class training programs accessible to everyone. Currently, we're focused on the next great revolution in computing: The Metaverse. Our ultimate objective is to train the next generation of talent so we can code & build the metaverse together!

Join over 1 Million professionals from the most renowned Companies in the world!

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