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Unlock the power of data visualization with Python and Plotly Dash. This course walks you through building fully interactive, production-ready dashboards that bring your data to life. You’ll gain hands-on experience crafting visual analytics, using real-world datasets, and customizing your dashboards to suit your needs.
Starting with a Python refresher, you’ll set up your environment and revisit essential programming concepts. Then, you’ll dive into Plotly Dash, learning to create layouts, integrate HTML and core components, and design callbacks that respond dynamically to user input. Each section builds toward practical application, with step-by-step guidance through building charts, forms, and interactions.
The course features two major capstone projects—one based on avocado prices and another tracking life expectancy—plus two detailed case studies including a live financial dashboard and an interactive map. Bonus material introduces Jupyter Dash, extending your toolkit for development.
Designed for intermediate Python users, this course is perfect for data analysts, business intelligence professionals, and developers who want to build interactive web-based data apps. Prerequisites include basic Python knowledge and familiarity with data structures and functions.
In this module, we will set the stage for your learning journey by introducing you to the course and its author. You'll get a clear overview of what to expect from the course and how it will empower you to create interactive dashboards using Plotly Dash.
In this module, we will dive into the essential Python concepts you'll need to build interactive dashboards. You'll learn how to set up your Python environment and get comfortable with data types, control structures, and functions, which are crucial for effective data manipulation and visualization.
In this module, we will introduce you to Plotly Dash, a powerful framework for building interactive dashboards. You'll learn what Dash is and how it simplifies the process of creating data-driven applications. By the end of this section, you'll have built your first dashboard, setting a strong foun…
In this module, we will delve into the layout-building aspects of Dash, focusing on both HTML and core components. You'll gain an understanding of how these elements come together to form the structure of your dashboards, enabling you to create layouts that are both functional and user-friendly.
In this module, we will explore how to bring your dashboards to life by making them interactive using callbacks in Plotly Dash. You'll start by learning the basics of callbacks, then progressively build more complex interactions, including multi-input/output callbacks, chaining, and using States to…
In this module, we will guide you through the Avocado Prices dashboard project, your first capstone task. You'll get an overview of the project requirements and begin applying all the concepts and tools you've learned. This capstone project will solidify your understanding and give you practical ex…
In this module, we will focus on enhancing the visual appeal and user experience of your dashboards by customizing their look and feel. You'll learn various techniques for applying CSS, both inline and external, and how to create sophisticated layouts like grids, navigation bars, and card decks. Th…
In this module, we will walk through a detailed case study of creating an interactive map dashboard. You'll learn how to set up the layout with essential components like a RangeSlider, Choropleth map, and DataTable, and then make the dashboard interactive by adding callbacks. This case study will p…
In this module, we will guide you through creating a live updating financial dashboard. You'll learn how to set up the layout with essential components like input fields, candlestick charts, and tabs, and then implement live data updates using intervals and callbacks. This case study will equip you…
In this module, we will introduce your second capstone project, where you'll create a Life Expectancy dashboard. This project will challenge you to apply everything you've learned, from layout design to live updates, as you build a dashboard that provides insights into global health trends. By comp…
In this module, we will introduce you to Jupyter Dash, a powerful extension of Plotly Dash that allows you to build interactive dashboards within Jupyter notebooks. This bonus material will help you expand your toolkit, offering an alternative approach to dashboard development that combines the int…
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