IBM - Data Visualization with R
- Offered byCoursera
Data Visualization with R at Coursera Overview
Duration | 8 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course |
Credential | Certificate |
Data Visualization with R at Coursera Highlights
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Beginner Level
- Approx. 8 hours to complete
- English Subtitles: English
Data Visualization with R at Coursera Course details
- In this course, you will learn the Grammar of Graphics, a system for describing and building graphs, and how the ggplot2 data visualization package for R applies this concept to basic bar charts, histograms, pie charts, scatter plots, line plots, and box plots. You will also learn how to further customize your charts and plots using themes and other techniques. You will then learn how to use another data visualization package for R called Leaflet to create map plots, a unique way to plot data based on geolocation data. Finally, you will be introduced to creating interactive dashboards using the R Shiny package. You will learn how to create and customize Shiny apps, alter the appearance of the apps by adding HTML and image components, and deploy your interactive data apps on the web.
- You will practice what you learn and build hands-on experience by completing labs in each module and a final project at the end of the course.
- Watch the videos, work through the labs, and watch your data science skill grow. Good luck!
- NOTE: This course requires knowledge of working with R and data. If you do not have these skills, it is highly recommended that you first take the Introduction to R Programming for Data Science as well as the Data Analysis with R courses from IBM prior to starting this course. Note: The pre-requisite for this course is basic R programming skills.
- This course is part of multiple programs
- This course can be applied to multiple Specializations or Professional Certificates programs. Completing this course will count towards your learning in any of the following programs:
- IBM Data Analytics with Excel and R Professional Certificate
- Applied Data Science with R Specialization
Data Visualization with R at Coursera Curriculum
Module 1 - Introduction to Data Visualization
Introduction to Data Visualization
Using ggplot2
Bar Charts
Histograms
Pie Charts
Course Introduction
Summary & Highlights
Summary & Highlights
Practice Quiz
Graded Quiz
Practice Quiz
Graded Quiz
Module 2 - Basic Plots, Maps, and Customization
Scatter Plots
Line Plots
Box Plots
Customize Plots
Themes and Faceting
v2.2.3 - Maps with Leaflet
Summary & Highlights
Summary & Highlights
Practice Quiz
Graded Quiz
Practice Quiz
Graded Quiz
Module 3 - Dashboards
Introduction to Dashboards & Shiny
Shiny Basics
Create a Simple Shiny App
Explore Shiny Components
Deploy the Shiny App
Reports in rmd
Summary & Highlights
Summary & Highlights
Practice Quiz
Graded Quiz
Practice Quiz
Graded Quiz
Module 4 - Final Assignment
Final Project Overview ? Dashboard with Shiny using Census Data
Congratulations and Next Steps
Credits and Acknowledgments
Data Visualization with R at Coursera Admission Process
Important Dates
Other courses offered by Coursera
Data Visualization with R at Coursera Students Ratings & Reviews
- 4-53