{"id":1095,"date":"2020-07-17T22:18:27","date_gmt":"2020-07-17T14:18:27","guid":{"rendered":"http:\/\/cnliutz.uicp.io\/?p=1095"},"modified":"2020-07-17T22:18:27","modified_gmt":"2020-07-17T14:18:27","slug":"r-for-data-science-import-tidy-transform-visualize-and-model-data","status":"publish","type":"post","link":"http:\/\/g1n29wqq.ipyingshe.net:5347\/?p=1095","title":{"rendered":"R for Data Science: Import, Tidy, Transform, Visualize, and Model Data"},"content":{"rendered":"\n<p><em><a href=\"https:\/\/b-ok.cc\/g\/Hadley%20Wickham\">Hadley Wickham<\/a>,&nbsp;<a href=\"https:\/\/b-ok.cc\/g\/Garrett%20Grolemund\">Garrett Grolemund<\/a><\/em><\/p>\n\n\n\n<p>Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible.<\/p>\n\n\n\n<p>Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You\u2019ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you\u2019ve learned along the way.<\/p>\n\n\n\n<p>You\u2019ll learn how to:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Wrangle<\/strong>\u2014transform your datasets into a form convenient for analysis<\/li><li><strong>Program<\/strong>\u2014learn powerful R tools for solving data problems with greater clarity and ease<\/li><li><strong>Explore<\/strong>\u2014examine your data, generate hypotheses, and quickly test them<\/li><li><strong>Model<\/strong>\u2014provide a low-dimensional summary that captures true &#8220;signals&#8221; in your dataset<\/li><li><strong>Communicate<\/strong>\u2014learn R Markdown for integrating prose, code, and results<\/li><\/ul>\n\n\n\n<p>Year:2017Edition:1Publisher:O\u2019Reilly MediaLanguage:englishPages:522\u00a0\/\u00a0520ISBN 10:1491910399ISBN 13:9781491910399File:PDF, 32.31 MB      Can be  download from:  b-ok.cc<\/p>\n\n\n\n<p><br><a href=\"https:\/\/b-ok.cc\/book\/2850613\/b8f661\">https:\/\/b-ok.cc\/book\/2850613\/b8f661<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Hadley Wickham,&nbsp;Garrett Grolemund L <span class=\"readmore\"><a href=\"http:\/\/g1n29wqq.ipyingshe.net:5347\/?p=1095\">Continue Reading<\/a><\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-1095","post","type-post","status-publish","format-standard","hentry","category-r"],"_links":{"self":[{"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=\/wp\/v2\/posts\/1095","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1095"}],"version-history":[{"count":1,"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=\/wp\/v2\/posts\/1095\/revisions"}],"predecessor-version":[{"id":1096,"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=\/wp\/v2\/posts\/1095\/revisions\/1096"}],"wp:attachment":[{"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1095"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1095"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/g1n29wqq.ipyingshe.net:5347\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1095"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}