01944nam a22002177a 4500 2432 2432 OSt 20200224132506.0 200117b ||||| |||| 00| 0 eng d 978-93-5213-481-6 Allied Informatics, Jaipur 7084 13/01/2020 2019-20 BSDU English BSDU 005.133 GIL Gillespie, Colin Efficient R Programming: A Practical Guide to smarter programming Mumbai Shroff Publishers & Distributors Pvt. Ltd. 2019 203 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 Programming Lovelace, Robin ddc BK 0 0 ddc 0 0 BSDU BSDU GEN 2020-01-17 500.00 0 005.133 GIL 017986 2020-02-12 00:00:00 500.00 2020-01-17 BK