Interactive Python Dashboards with Plotly and Dash

BY
Udemy

Learn to use Plotly, Python, and Dash library to create dynamic plots with the Interactive Python Dashboards with Plotly and Dash certification.

Mode

Online

Fees

₹ 599 3299

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Interactive Python Dashboards with Plotly and Dash certification course is developed by Jose Portilla - Instructor, Head of Data Science, Pierian Data Inc. and offered by Udemy Inc., a US-based online platform that provides courses to help beginners gain new concepts and techniques and professionals improve their competencies to advance their jobs.

Interactive Python Dashboards with Plotly and Dash online training will teach the learners to design customisable, interactive dashboards by using the open-source library of Plotly and Dash. Learners will be taught about Numpy and Pandas to make them feel comfortable interacting and creating data. Candidates will learn the cutting-edge technology of data visualisation with Plotly, such as scatter plots, line charts, bar charts, bubble charts, box plots, histograms, distribution plots, heat maps, etc.

With Interactive Python Dashboards with Plotly and Dash online course, learners will leverage the power of Plotly plots to construct interactive dashboards using the dash library,  and make dashboard layouts in python, use interactive callbacks, deal with many inputs and outputs, make interactive components, etc. In the end, candidates will be provided with exercises to assess their new skills. The interested learners could enrol on the course by paying the fee. 

The highlights

  • Certificate of completion
  • Self-paced course
  • English videos with multi-language subtitles
  • 9.5 hours of pre-recorded video content
  • Complete online course
  • 30-day money-back guarantee
  • Unlimited access
  • Accessible on mobile devices and TV

Program offerings

  • Certificate of completion
  • Self-paced course
  • English videos with multi-language subtitles
  • 9.5 hours of pre-recorded video content
  • 2 articles
  • 30-day money-back guarantee
  • Unlimited access
  • Accessible on mobile devices and tv

Course and certificate fees

Fees information
₹ 599  ₹3,299
certificate availability

Yes

certificate providing authority

Udemy

What you will learn

Knowledge of python Knowledge of data visualization

After completing the Interactive Python Dashboards with Plotly and Dash online certification by Udemy, candidates will get an understanding to create plots like bar charts, line charts, scatter plots, heat maps, etc., and layouts using Plotly's dash library. Candidates will learn to link multiple inputs and outputs to a dashboard, secure the interactive dashboards using app authorisation, launch interactive dashboards to the internet using the Heroku service.

The syllabus

Course Introduction

  • Course overview
  • Course FAQ
  • Overview of Notes and Guidebook
  • Installation Overview

Introduction to Data Basics

  • Plotly and Dash Overview
  • NumPy Crash Course
  • Pandas Crash Course
  • Exercise: NumPy/Pandas Practice
  • NumPy/Pandas Practice Exercise Solution

Plotly Basics

  • Plotly Basics Overview
  • Scatter Plots
  • Line Charts
  • Line Charts Part Two
  • Line Charts Exercise
  • Line Charts Exercise - Solution Code Along
  • Bar Charts
  • Bar Charts Exercise
  • Bar Charts Exercise - Solution
  • Bubble Plots
  • Bubble Charts Exercise
  • Bubble Charts Exercise Solution
  • Box Plots
  • Box Plots Exercise
  • Box Plots Exercise Solution
  • Histograms
  • Histograms Exercise
  • Histograms Exercise Solution
  • Distplots
  • DistPlots Exercise
  • DistPlots Exercise Solution
  • Heatmaps
  • Heatmaps Exercise
  • Heatmaps Exercise Solution

Dash Basics

  • Introduction to Dash Basics
  • Dash Layouts - Part One
  • Dash Layouts - Part Two - Styling
  • Converting Simple Plotly Plot to Dashboard with Dash

DashBoard Exercise

  • Exercise: Create a Simple Dashboard
  • Simple Dashboard Exercise Solution

DashBoard Components

  • Dash Components
  • HTML Components
  • Core Components
  • Markdown with Dash
  • Using Help() with Dash

Interactive Components

  • Single Callbacks for Interactivity
  • Dash Callbacks for Graphs
  • Multiple Inputs
  • Multiple Outputs
  • Exercise: Interactive Components
  • Interactive Components Exercise Solution

Callbacks with State

  • Controlling Callbacks with Dash State

Interacting with Visualizations

  • Hover Over Data
  • Click Data
  • Selection Data
  • Updating Graphs on Interactions
  • Updating Graphs on Interactions Part 2
  • Updating Graphs on Interactions - Part Three

Code Along Milestone Project

  • Code Along Milestone Project Overview
  • Milestone Project Part One - Imports and Graph Setup
  • Milestone Project Part Two - Input Box and Basic Callback
  • Milestone Project Part Three - Reading Data with Pandas Datareader
  • Milestone Project Part Four - Adding DatePickers for Choosing Dates
  • Milestone Project Part Five - Adding in Dash State
  • Milestone Project Part Six - Multiple Stock Option Dropdown

Live Updating

  • Layout Updating
  • Simple Live Update Example

Deployment

  • App Authorization
  • Deploying App to Heroku

Bonus Section: Thank You!

  • Bonus Lecture

Instructors

Mr Jose Portilla
Head of Data Science
Udemy

Other Bachelors, M.S

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