Python Interactive Dashboards with Plotly Dash
Learn to build dashboards from scratch, customize their look, and add interactive features by taking up this course.
Updated on Sep, 2023
Language - English
Data visualization is a critical part of data science, in this quick and practical course you will learn how to create a great-looking interactive dashboard with Dash and Python. With this new skill, you will be able to present and share your analysis better with your customers’ executives and the rest of your team.
This course is broken down into 5 parts and it is necessary to follow the structure as each part is built on top of the other. The first part is an introduction to Plotly Dash followed by building the layout of dashboards. The third part is how to make dashboards interactive with callbacks, fourth part introduces us to customize the look of dashboards. The last and final part is a business-centric project case study on creating an interactive map dashboard.
Throughout the course, you will be using 3 real-world datasets, which are the World Happiness dataset, FIFA Soccer dataset, and US electricity prices to help you learn Dash more.
By the end of the course, you will learn to build dashboards from scratch, by customizing their look and adding interactive features, with all free Python libraries.
All resources and code files are placed here: https://github.com/PacktPublishing/Python-Interactive-Dashboards-with-Plotly-Dash
This course can be taken by any Python programmer who wants to present their analyses in interactive web-based dashboards.
What will you learn in this course:
- Learn to create a grid layout in dashboards
- Create interactive graphs that are clickable
- Create data tables in dashboards
- Create a dashboard with a navigation bar and cards
- Learn to add buttons to dashboards
- Learn the basics of Python with this course
Check out the detailed breakdown of what’s inside the course
Let's Get Started
- Introduction 02:21 02:21
- Course Overview 03:22 03:22
Python Crash Course
Introduction to Plotly Dash
Building the Layout of Dashboards
Making Dashboards Interactive with Callbacks
Customizing the Look of Dashboards
Case Study: Creating an Interactive Map Dashboard
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