If you are coming to R from a traditional point-and-click statistics package such as SPSS or SAS, RStudio’s Thomas Mock has created a free video webinar titled A Gentle Introduction to Tidy Statistics In R. Spend an hour with A Gentle Introduction to Tidy Statistics In R. You may also enjoy the Basic Basics lesson unit from R-Ladies Sydney, which provides an opinionated tour of RStudio for new users and a step-by-step guide to installing and using R packages.

For beginner-friendly installation instructions, we recommend the free online ModernDive chapter Getting Started with R and RStudio. These three installation steps are often confusing to first-time users. Install, RStudio, and R packages like the tidyverse. The demand for skilled data science practitioners is rapidly growing, and this series prepares you to tackle real-world data analysis challenges.No one starting point will serve all beginners, but here are 6 ways to begin learning R. We help you develop a skill set that includes R programming, data wrangling with dplyr, data visualization with ggplot2, file organization with UNIX/Linux, version control with git and GitHub, and reproducible document preparation with RStudio. Rather than covering every R skill you might need, you’ll build a strong foundation to prepare you for the more in-depth courses later in the series, where we cover concepts like probability, inference, regression, and machine learning. You’ll learn how to apply general programming features like “if-else,” and “for loop” commands, and how to wrangle, analyze and visualize data. We’ll cover R's functions and data types, then tackle how to operate on vectors and when to use advanced functions like sorting. You will learn the R skills needed to answer essential questions about differences in crime across the different states.

You can better retain R when you learn it to solve a specific problem, so you’ll use a real-world dataset about crime in the United States. The first in our Professional Certificate Program in Data Science, this course will introduce you to the basics of R programming.

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