Loved by learners at thousands of companies
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?
From Plotly to DashFree
Take 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.
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.
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 xpSearching product descriptions100 xpAnalyzing top customer locations100 xp
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 Data Table 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 Data Table introduction50 xpInteractive key stats table100 xpPaginating a key stats table100 xpEnhancing the sales dashboard100 xpDash Data Table interactivity50 xpStyling a key stats table100 xpInteractive sales dashboard tables100 xpWrap-up video50 xp
Datasets2011 Global e-commerce data
Data Scientist @ New South Wales Government
Alex is a Data Scientist working for the New South Wales Government in Sydney, Australia. He is also a Lecturer at the University of Technology Sydney where he teaches into several courses in their Master of Data Science & Innovation program in machine learning & deep learning. He is also a partner of a boutique data analytics firm, Madlytics and is passionate about building communities around technology & entrepreneurship.