Interactive Dashboards and Data Apps with Plotly and Dash
Create interactive dashboards and data applications using Plotly and Dash, focusing on data visualization and user interaction techniques.
Plotly’s Dash framework allows Python programmers to develop complete analytic data apps and interactive dashboards.
You’ll start with an overview of the Dash ecosystem, its main packages, and the available third-party packages crucial for structuring and building different parts of your apps. Next, you will learn how to create a basic Dash app and add different features to it. You’ll then integrate controls in the app—such as drop-downs, checkboxes, sliders, date pickers, and more—and then link them to charts and other outputs. Depending on the data you are visualizing, you will also add several types of charts including scatter plots, line plots, bar charts, histograms, maps, as well as explore the options available for customizing them.
By the end of this course, you’ll have the skills you need to create and deploy an interactive dashboard, be able to handle complexity and code refactoring, and know how to improve your application.
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