{"product_id":"efficient-r-programming-a-practical-guide-to-smarter-programming-9781491950784","title":"Efficient R Programming: A Practical Guide to Smarter Programming","description":"\u003cp\u003e • Author(s): Colin Gillespie\u003cbr\u003e • Publisher: O'Reilly Media\u003cbr\u003e • Publisher Imprint: O'Reilly Media\u003cbr\u003e • BISAC: Languages - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"O'Reilly Media","offers":[{"title":"Paperback","offer_id":45127851507863,"sku":"9781491950784","price":2444.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781491950784.webp?v=1767101327","url":"https:\/\/atlanticbooks.com\/products\/efficient-r-programming-a-practical-guide-to-smarter-programming-9781491950784","provider":"Atlantic Books","version":"1.0","type":"link"}