The Ultimate R Programming & Machine Learning Course

R language is a high–level functional language and one of the must–know tools for data science and statistics. This solution–based course will be your guide, taking you through different programming aspects with R. You’ll start by understanding how to set up R and R Studio, followed by exploring R packages, functions, data structures, control flow, and loops.

Powerful but complex, R can be challenging for beginners and those unfamiliar with its unique behaviors. This course focused on R and the R ecosystem, introduces you to the tools for working with data. It is the solution – an easy and practical way to learn R and develop a broad and consistent understanding of the language. Through hands–on examples you’ll discover powerful R tools, and R best practices that will give you a deeper understanding of working with data. You’ll get to grips with R’s data structures and data processing techniques, as well as the most popular R packages to boost your productivity from the offset.

Start with the basics of R, then dive deep into the programming techniques and paradigms to make your R code excel. You’ll learn how to build statistical and advanced plots using the powerful ggplot2 library. Advance quickly to a deeper understanding of R’s behavior as you learn common tasks including data analysis, databases, web scraping, high performance computing, and writing documents.