Python-based Dashboards with Plotly and Dash

About this course

Create interactive dashboards entirely in Python. In two days you will prepare data with NumPy and pandas, draw line, scatter, box, bar and heat-map charts with Plotly, lay out apps with Dash HTML and Markdown components, link multiple inputs and outputs through callbacks, respond to clicks and hovers, and stream live data.

What you'll learn

• Learn about Plotly to create plots like Bar Charts, Line Charts, Scatter Plots, Heat Maps, and more!
• Create Layouts with Plotly's Dash library.
• Use Dash to create interactive components with Plotly.
• Learn how to connect multiple inputs and outputs with a dashboard.
• Update live interactive graphs with clicks, hover overs, and more.
• Connect the interactive dashboard to live updating data for streaming information.
• Learn how to secure your interactive dashboards with App Authorization.
• Deploy your interactive dashboards to the internet with services like Heroku.

Curriculum

Who it's for

Analysts and Python developers who need to share data through interactive web dashboards.

Before you start

• Introduction to Python