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Course Description
You don’t need expensive vendor software to create insight-rich dashboards—you can do this using Plotly and Dash. Come on a journey and learn how to turn your Plotly visualizations into interactive dashboards using global e-commerce data. You’ll learn the basics of web applications and discover how to structure and style your dashboards using HTML and CSS—building a portfolio of dashboards you can adapt to your data and projects. Are you ready to bring your plots to life?
Training 2 or more people?
Get your team access to the full DataCamp platform, including all the features.- 1
From Plotly to Dash
FreeTake Plotly to the next level with Dash. After briefly revising Plotly, you'll dive straight into building your first Dash app. You'll then get your first taste of HTML and how Dash harnesses this vital web development language to structure larger Dash apps. Finally, you'll put all this together in your first multi-graph dashboard for a global e-commerce organization.
- 2
Styling Dash Apps
Take control of the elements in your Dash apps with HTML and CSS. Learn what each of these is and how they are at the core of modern web development, then incorporate their powerful abilities in your Dash apps to change the size, color, and placement of your objects.
- 3
Interactivity with Callbacks and Components
Turn your Dash apps into user-driven experiences by mastering interactive components. Learn how to include dropdowns, date pickers, and event free text fields to modify elements on your Dash apps and build truly self-service dashboards your users can explore.
Callbacks in Dash50 xpA dropdown for sales by country100 xpFixing a broken dashboard100 xpInteractive components50 xpDate picker for sales data100 xpA date picker callback100 xpSlider for sales data100 xpReusable Dash components50 xpRe-using Dash components100 xpDRY-styling Dash components100 xpUser inputs in Dash components50 xpUpdating a plot title100 xpAnalyzing top customer locations100 xp - 4
Advanced Dash Apps
Unleash the full power of Dash app interactivity by triggering changes to one graph when a user clicks on or hovers over, another graph. Additionally, you'll learn the basics of Dash's AG Grid module for creating tables that can be easily filtered, sorted, and paginated; as well as trigger changes in other graphs as well.
Between-element interactivity50 xpGenerate key stats on hover100 xpHover to update another plot100 xpClick to update another plot100 xpChained callbacks50 xpConditional dropdown options100 xpExtending the chain100 xpDash AG Grid introduction50 xpInteractive key stats table100 xpPaginating a key stats table100 xpEnhancing the sales dashboard100 xpDash AG Grid interactivity50 xpStyling a key stats table100 xpInteractive sales dashboard tables100 xpWrap-up video50 xp
Training 2 or more people?
Get your team access to the full DataCamp platform, including all the features.collaborators
Alex ScrivenSenior Data Scientist @ Atlassian
Alex is a Senior Data Scientist working for Atlassian in Sydney, Australia and has previous experience in government, agency and startup. He also holds lecturing and research positions at the University of Technology Sydney and the University of New South Wales. He has built and delivered several Masters-level courses in machine learning & deep learning whilst researching on applications of machine learning & data science in industry. From a heavily commercial background, Alex greatly enjoys bridging the gap between cutting-edge technology and business applications.
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