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Plotly Dash Complete Tutorial for 2020

  • Course level: All Levels

Description

Plotly Dash Complete Tutorial for 2020

This course will teach you everything you need to know to use Python to create interactive dashboards with Plotly’s new Dash library! Have you ever wanted to take your Python skills to the next level in data visualization? With this course, you will be able to create fully customizable, interactive dashboards with the open-source libraries of Plotly and Dash.

Dash instructional courses from Plotly usually cost more than $1000, but now you can get the Bootcamp experience for a fraction of that price in this self-paced course that includes example code, explanatory videos, student support in our chat channels, Question and Answer Forums, and interactive exercises.

We’ll start off by teaching you enough Numpy and Pandas that you feel comfortable working and generating data in our quick crash course. Then we’ll continue by teaching you about basic data visualization with Plotly, including scatter plots, line charts, bar charts, bubble charts, box plots, histograms, distribution plots, heat maps, and more! We’ll also give you an intuition of when to use each plot type.

After this and at the end of each section you’ll be given exercise tasks to test and evaluate your new skills, a feature no other Plotly Dash training offers!

Once you have a grasp on Plotly basics we’ll move on to the bulk of the course which is utilizing the Dash library to leverage the power of plotly plots to create interactive dashboards. We’ll discuss how to create layouts for dashboards, how to have interactive callbacks, dealing with multiple inputs and outputs, creating interactive components, and more!

By taking this Plotly Dash course you will be learning the bleeding edge of data visualization technology with Python and gain a valuable new skill to show your colleagues or potential employers. After completing the course you will have a certification you can post to your LinkedIn profile and a portfolio of dashboard projects you can share as well.

Who this Plotly Dash course is for:

  1. Python developers who are interested in learning how to create interactive dashboards and visualizations

What Will I 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.
  • and much more

Topics for this course

20 Lessons

Plotly Dash Complete Tutorial

Introduction to Plotly Dash Web Application Development Framework00:00:00
How to take help related to Plolty Dash components00:00:00
Creating First Chart in Plotly Dash00:00:00
Styling up the Text in Dash00:00:00
How to Format Layout of Chart in Dash00:00:00
How to efficiently code the parameters values in dash00:00:00
How to Create Scatter Plot in Plotly Dash00:00:00
Creating Real time chart form Pandas Dataframe in Plotly Dash00:00:00
How to Create a Dropdown Selector Component in Dash00:00:00
How to Explore Various Dash Dropdown Properties00:00:00
How to create slider in Plotly Dash00:00:00
How to Create Range Slider in Plotly Dash00:00:00
How to create Text Input Box in Plotly00:00:00
How to Create Text Area in Plotly Dash00:00:00
How to Create Checkbox in Plotly Dash00:00:00
How to Create Radio Button Plotly Dash00:00:00
How to create Button in Plotly Dash00:00:00
How to create Date Picker in Plotly Dash00:00:00
How to Create Date Range Picker in Plotly Dash00:00:00
How to use Markdown with Plotly Dash00:00:00
Plotly Dash Complete Tutorial for 2020
Free

Enrolment validity: Lifetime

Requirements

  • Knowledge of Basic Python
  • Computer with Internet Access