{"product_id":"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\u003eDrawing 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\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\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, Incorporated","offers":[{"title":"Default Title","offer_id":47061242740976,"sku":"9781491950784","price":39.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781491950784_p0.jpg?v=1772499574","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781491950784","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}