Python Interactive Dashboards with Plotly Dash

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-P…

Type
video
Category
publication date
2021-11-26
what you will learn

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

duration
329
key features
Learn how to set up the layout of dashboards with Dash components * Make more dynamic dashboards with chained interactive features * Use Plotly to create plots including line charts, Choropleth maps
approach
This course includes instructional videos that walk you through the process step-by-step. You can learn at your own pace and download the Python scripts to use for your own projects.
audience
This course can be taken by any Python programmer who wants to present their analyses in interactive web-based dashboards.
meta description
Learn to build dashboards from scratch, customize their look, and add interactive features by taking up this course.
short description
If you are someone with a background in Python programming and is interested in presenting your analysis in interactive web-based dashboards, then you are in the right place. This course primarily focuses on Dash, along with other key data science libraries, including Pandas and Plotly. Learn to use Dash and Plotly in Python which can help you to visualize your critical insights and KPIs in web apps that are easily sharable.
subtitle
Learn to create interactive Python dashboards (data visualizations) using Plotly Dash, with real-world example datasets
keywords
Python, Interactive Dashboard, Plotly Dash, data visualizations, datasets, real world dataset
Product ISBN
9781803234267