{"product_id":"efficient-r-programming-colin-gillespie-9781491950784","title":"Efficient R Programming: A Practical Guide to Smarter Programming","description":"\u003cp\u003eThere 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. \u003c\/p\u003e\u003cp\u003e 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. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eGet advice for setting up an R programming environment \u003c\/li\u003e\n\u003cli\u003eExplore general programming concepts and R coding techniques \u003c\/li\u003e\n\u003cli\u003eUnderstand the ingredients of an efficient R workflow \u003c\/li\u003e\n\u003cli\u003eLearn how to efficiently read and write data in R \u003c\/li\u003e\n\u003cli\u003eDive into data carpentry--the vital skill for cleaning raw data \u003c\/li\u003e\n\u003cli\u003eOptimize your code with profiling, standard tricks, and other methods \u003c\/li\u003e\n\u003cli\u003eDetermine your hardware capabilities for handling R computation \u003c\/li\u003e\n\u003cli\u003eMaximize the benefits of collaborative R programming \u003c\/li\u003e\n\u003cli\u003eAccelerate your transition from R hacker to R programmer \u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Colin Gillespie, Robin Lovelace\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1491950781\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781491950784\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/31\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 219\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.90w x 0.40d","brand":"Colin Gillespie","offers":[{"title":"Paperback","offer_id":43987763659007,"sku":"9781491950784","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4ed9b887-80da-430b-932e-f0f6fb6e157a.jpg?v=1683290840","url":"https:\/\/www.whiterainbookhouse.com\/products\/efficient-r-programming-colin-gillespie-9781491950784","provider":"WR Book House","version":"1.0","type":"link"}