{"product_id":"9781484287798-r-4-data-science-quick-ref-2e","title":"R 4 Data Science Quick Reference","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eA Pocket Guide to APIs, Libraries, and Packages. Intermediate. In this handy, quick reference book you'll be introduced to several R data science packages, with examples of how to use each of them. All concepts will be covered concisely, with many illustrative examples using the following APIs: readr, dibble, forecasts, lubridate, stringr, tidyr, magnittr, dplyr, purrr, ggplot2, modelr, and more.\u003cbr\u003eWith \u003ci\u003eR 4 Data Science Quick Reference\u003c\/i\u003e, you'll have the code, APIs, and insights to write data science-based applications in the R programming language. You'll also be able to carry out data analysis. All source code used in the book is freely available on GitHub.  \u003cbr\u003e\u003cb\u003eWhat You'll Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eImplement applicable R 4 programming language specification features\u003c\/li\u003e\n\u003cli\u003eImport data with readr\u003c\/li\u003e\n\u003cli\u003eWork with categories using forcats, time and dates with lubridate, and strings with stringr\u003c\/li\u003e\n\u003cli\u003eFormat data using tidyr and then transform that data using magrittr and dplyr\u003c\/li\u003e\n\u003cli\u003eWrite functions with R for data science, data mining, and analytics-based applications\u003c\/li\u003e\n\u003cli\u003eVisualize data with ggplot2 and fit data to models using modelr\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003eProgrammers new to R's data science, data mining, and analytics packages.  Some prior coding experience with R in general is recommended.  \u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":40663705354337,"sku":"9781484287798","price":19.9,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/products\/323b49e40ca8fe24539bb1d7ad197b5f.jpg?v=1674135990","url":"https:\/\/www.rarewaves.com\/products\/9781484287798-r-4-data-science-quick-ref-2e","provider":"Rarewaves.com","version":"1.0","type":"link"}