Efficient R Programming: A Practical Guide to Smarter Programming, 1st Edition eBook

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There are many excellent R resources for visualization, data science, and package development. Hundreds of scattered vignettes, web pages, and forums explain how to use R in particular domains. But little has been written on how to simply make R work effectively—until now. This hands-on book teaches novices and experienced R users how to write efficient R code. Drawing on years of experience teaching R courses, authors Colin Gillespie and Robin Lovelace provide practical advice on a range of topics—from optimizing the set-up of RStudio to leveraging C++—that make this book a useful addition to any R user’s bookshelf. Academics, business users, and programmers from a wide range of backgrounds stand to benefit from the guidance in Efficient R Programming. Get advice for setting up an R programming environment Explore general programming concepts and R coding techniques Understand the ingredients of an efficient R workflow Learn how to efficiently read and write data in R Dive into data carpentry—the vital skill for cleaning raw data Optimize your code with profiling, standard tricks, and other methods Determine your hardware capabilities for handling R computation Maximize the benefits of collaborative R programming Accelerate your transition from R hacker to R programmer

This is a digital product.

Efficient R Programming: A Practical Guide to Smarter Programming 1st Edition is written by Colin Gillespie; Robin Lovelace and published by O’Reilly Media. The Digital and eTextbook ISBNs for Efficient R Programming are 9781491950739, 1491950730 and the print ISBNs are 9781491950784, 1491950781. Additional ISBNs for this eTextbook include 9781491950753, 9781491950746.