YoVDO

Learning R

Offered By: LinkedIn Learning

Tags

RStudio Courses Data Science Courses Data Visualization Courses Linear Regression Courses Statistical Analysis Courses Data Wrangling Courses Data Modeling Courses Correlation Courses

Course Description

Overview

Learn the basics of R, the free, open-source language for data science. Discover how to use R and RStudio for beginner-level data modeling, visualization, and statistical analysis.

Syllabus

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

Taught by

Barton Poulson

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