{"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":"\u003cp\u003e • Author(s): Thomas Mailund\u003cbr\u003e • Publisher: Apress\u003cbr\u003e • Publisher Imprint: Apress\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003eIn 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\u003eYou will: \u003c\/p\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","brand":"Apress","offers":[{"title":"Paperback","offer_id":45132319195287,"sku":"9781484287798","price":2676.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781484287798.webp?v=1767906725","url":"https:\/\/atlanticbooks.com\/products\/r-4-data-science-quick-reference-a-pocket-guide-to-apis-libraries-and-packages-9781484287798","provider":"Atlantic Books","version":"1.0","type":"link"}