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Efficient r Programming: A Practical Guide to Smarter Programming (in English)
Colin Gillespie
(Author)
·
Robin Lovelace
(Author)
·
O'Reilly Media
· Paperback
Efficient r Programming: A Practical Guide to Smarter Programming (in English) - Gillespie, Colin ; Lovelace, Robin
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Synopsis "Efficient r Programming: A Practical Guide to Smarter Programming (in English)"
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 environmentExplore general programming concepts and R coding techniquesUnderstand the ingredients of an efficient R workflowLearn how to efficiently read and write data in RDive into data carpentry--the vital skill for cleaning raw dataOptimize your code with profiling, standard tricks, and other methodsDetermine your hardware capabilities for handling R computationMaximize the benefits of collaborative R programmingAccelerate your transition from R hacker to R programmer
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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.
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