Learning R
- Offered byLinkedin Learning
Learning R at Linkedin Learning Overview
Duration | 3 hours |
Total fee | ₹899 |
Mode of learning | Online |
Difficulty level | Beginner |
Credential | Certificate |
Learning R at Linkedin Learning Highlights
- Earn a certificate upon completion
Learning R at Linkedin Learning Course details
- The lessons explain how to get started with R, including installing R, RStudio, and code packages that extend R’s power
- You also see first-hand how to use R and RStudio for beginner-level data modeling, visualization, and statistical analysis
- By the end of the course, you’ll have a thorough introduction to the power and flexibility of R, and understand how to leverage this tool to explore and analyze a wide variety of data
Learning R at Linkedin Learning Curriculum
Introduction
R for data science
Using the exercise files
1. What Is R?
R in context
2. Getting Started
Installing R
Environments for R
Installing RStudio
Navigating the RStudio environment
Entering data
Data types and structures
Comments and headers
Packages for R
The tidyverse
Piping commands with
Sample datasets
Importing data from a spreadsheet
3. Data Visualization
Using colors in R
Creating bar charts
Creating histograms
Creating box plots
Creating scatterplots
Creating line charts
Creating cluster charts
4. Data Wrangling
Selecting cases and subgroups
Recoding variables
Computing new variables
5. Data Analysis
Computing frequencies
Computing descriptives
Computing correlations
Computing a linear regression
Computing contingency tables
Conclusion
Next steps
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