{"product_id":"r-4-data-science-quick-reference-a-pocket-guide-to-apis-libraries-and-packages-9781484287798","title":"R 4 Data Science Quick Reference: A Pocket Guide to Apis, Libraries, and Packages","description":"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\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\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/29\/2022\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484287798\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 232\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.51d","brand":"Thomas Mailund","offers":[{"title":"Default Title","offer_id":42935244226741,"sku":"9781484287798","price":32.29,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_bed2932f-e044-4be7-8931-9e955aee90b1.jpg?v=1688487169","url":"https:\/\/pastforward.org\/products\/r-4-data-science-quick-reference-a-pocket-guide-to-apis-libraries-and-packages-9781484287798","provider":"Past Forward","version":"1.0","type":"link"}