- Course overview
- Course FAQ
- Overview of Notes and Guidebook
- Installation Overview
Online
₹ 455 3,499
Quick facts
particular | details | |
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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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
certificate availability
certificate providing authority
What you will learn
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.
Who it is for
The syllabus
Course Introduction
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