Visualizing Data with R

BY
IBM via Edx

Lavel

Beginner

Mode

Online

Duration

4 Weeks

Fees

Free

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based
Learning efforts 1-2 Hours Per Week

Course and certificate fees

Type of course

Free

certificate availability

Yes

certificate providing authority

IBM

certificate fees

₹8,312

The syllabus

Welcome

  • Course Introduction
  • General Information
  • Learning Objectives and Syllabus
  • Grading Scheme

Module 1: Introduction to Data Visualization

  • Module Introduction and Learning Objectives
  • Video: Introduction to Data Visualization (3:32)
  • Video: Using ggplot2 (4:58)
  • Reading: Summary & Highlights
  • Practice Quiz: Data Visualization with Tools and Packages
  • Graded Quiz: Data Visualization Tools and Packages
  • Video: Bar Charts (4:26)
  • Video: Histograms (3:41)
  • Video: Pie Charts (4:50)
  • Hands-on Lab: Apply Basic Chart Learning
  • Reading: Summary & Highlights
  • Practice Quiz: Create Basic Charts with ggplot2
  • Graded Quiz: Create Basic Charts with ggplot2

Module 2: Basic Plots, Maps, and Customization

  • Module Introduction and Learning Objectives
  • Video: Scatter Plots (4:28)
  • Video: Line Plots (5:34)
  • Video: Box Plots (5:22)
  • Hands-on Lab: Apply Basic Plot Learning
  • Reading: Summary & Highlights
  • Practice Quiz: Basic Plots
  • Graded Quiz: Basic Plots
  • Video: Customize Plots (5:42)
  • Video: Themes and Faceting (6:15)
  • Video: Maps with Leaflet (4:27)
  • Hands-on Lab: Apply Maps Learning
  • Reading: Summary & Highlights
  • Practice Quiz: Customization and Maps
  • Graded Quiz: Customization and Maps

Module 3: Dashboards

  • Module Introduction and Learning Objectives
  • Video: Introduction to Dashboards & Shiny (4:47)
  • Video: Shiny Basics (6:03)
  • Video: Create a Simple Shiny App (5:38)
  • Hands-on Lab: Create a Shiny App
  • (Optional Lab) Getting Started with Posit Cloud
  • (Optional) Lab: Create Shiny App on Posit Cloud
  • Reading: Summary & Highlights
  • Practice Quiz: Introduction to Dashboards
  • Graded Quiz: Introduction to Dashboards
  • Video: Explore Shiny Components (5:00)
  • Video: Deploy the Shiny App (4:32)
  • Video: Reports in rmd (6:01)
  • Hands-on Lab: Shiny Components
  • (Optional) Hands on Lab: Shiny Components on Posit Cloud
  • Reading: Summary & Highlights
  • Practice Quiz: Create a Dashboard Application
  • Graded Quiz: Create a Dashboard Application

Final Project

  • Reading: Final Project Overview – Dashboard with Shiny using Census Data
  • Final Project
  • (Optional lab)Final Project
  • Peer Review: Peer Review: Submit your Work and Review your Peers
  • Subsection

Final Exam

  • Final Exam Instructions
  • Final Exam

Course Wrap-Up

  • Reading: Congratulations and Next Steps
  • Reading: Additional Readings and Resources

Course Rating

  • Course Rating

Badge

  • Badges Frequently Asked Questions
  • Claim your badge here

Course Team and Notices

  • Course Team
  • Copyrights and Trademarks

Instructors

Ms Saishruthi Swaminathan
Data Scientist
IBM

Other Bachelors, Other Masters

Ms Gabriela de Queiroz

Ms Gabriela de Queiroz
Program Director
IBM

Ms Tiffany Zhu
Data Scientist
IBM

Ms Yiwen Li
Software Engineer
IBM

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