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  • R數據科學
    17推薦 收藏
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    圖靈程序設計叢書

    R數據科學

    [新西蘭]哈德利?威克姆 [美]加勒特?格羅勒芒德 (作者) 陳光欣 (譯者)
    暫時缺貨
    摒棄其他R語言工具書從頭到尾講統計的陋習
    從實用的R包出發,帶你重新認識R和數據科學
    本書的目標是教會讀者使用最重要的數據科學工具,從而為實施數據科學奠定堅實的基礎。 讀完本書后,你將掌握R語言的精華,并能夠熟練使用多種工具來解決各種數據科學難題。每一章都按照這樣的順序組織內容:先給出一些引人入勝的示例,以便你可以整體了解這一章的內容,然后再深入細節。本書的每一節都配有習題,以幫助你實踐所學到的知識。

    收藏本書能做什么?

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    ¥109.81 ¥139.00

    出版信息

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    本書特色

    R社區領軍人物作品,從典型數據科學項目所需工具模型著手,帶領讀者掌握R語言精華,學會熟練使用多種工具解決各種數據科學難題。

    ●探索——以可視化作為R編程起點,再進行重要變量選取、篩選關鍵觀測等重要數據操 作,并對數據提出問題且找到答案。
    ●處理——導入、整理并轉換數據。
    ●編程——管道操作的工作原理和替代方式,函數使用規則,如何實現迭代。
    ●模型——深刻理解模型背后的數學理論和數據,直觀認識統計模型工作原理。
    ●溝通——學會R Markdown,讓人們快速輕松理解你的工作。

    目錄

    版權聲明 閱讀
    O'Reilly Media, Inc. 介紹 閱讀
    前言 閱讀
    第一部分 探索 閱讀
    第 1 章 使用 ggplot2 進行數據可視化 閱讀
    第 2 章 工作流:基礎
    第 3 章 使用 dplyr 進行數據轉換
    第 4 章 工作流:腳本
    第 5 章 探索性數據分析
    第 6 章 工作流:項目
    第二部分 數據處理
    第 7 章 使用 tibble 實現簡單數據框
    第 8 章 使用 readr 進行數據導入
    第 9 章 使用 dplyr 處理關系數據
    第 10 章 使用 stringr 處理字符串
    第 11 章 使用 forcats 處理因子
    第 12 章 使用 lubridate 處理日期和時間
    第三部分 編程
    第 13 章 使用 magrittr 進行管道操作
    第 14 章 函數
    第 15 章 向量
    第 16 章 使用 purrr 實現迭代
    第四部分 模型
    第 17 章 使用 modelr 實現基礎模型
    第 18 章 模型構建
    第 19 章 使用 purrr 和 broom 處理多個模型
    第五部分 溝通
    第 20 章 R Markdown
    第 21 章 使用 ggplot2 進行圖形化溝通
    第 22 章 R Markdown 輸出類型
    第 23 章 R Markdown 工作流
    作者簡介 閱讀
    封面簡介 閱讀

    作者介紹

    哈德利?威克姆(Hadley Wickham), RStudio首席科學家,統計學家,斯坦福大學、奧克蘭大學、萊斯大學兼職統計學教授。已被下載數百萬次的ggplot2等多款知名R包的開發者,一直致力于讓普羅大眾更容易上手數據分析,被R社區譽為“改變了R的人”。另著有《R包開發》等書。

    加勒特?格羅勒芒德(Garrett Grolemund),RStudio數據科學家,知名R培訓師,曾受邀在Google、eBay等諸多公司講授R語言和數據科學,在DataCamp開授的R相關課程備受R開發者喜愛。另著有《R語言入門與實踐》。

    譯者簡介

    陳光欣,畢業于清華大學并留校工作,主要興趣為數據分析與數據挖掘。
    • 您好,中文翻譯版和英文原版比較,缺少了英文原版的一章(9.Tidy Data with tidyr)和一節(12.4 Modifying Factor Order)。
      Ding_zhaohai  發表于 2018-08-15 07:42:43
      推薦
      • 以及12.5 Modifying Factor Levels大半內容。

        pucaloo  發表于 2018-11-09 13:55:34
    • 第19章也少了挺多內容的(如第二節關于Gapminder數據集的示例),不應該啊!:(
      pucaloo  發表于 2018-10-11 16:13:07
      推薦
    • @張海艷,書友說少了第9章和第12.4節,是真的嗎?有什么解釋嗎?今后修訂會補上嗎?
      zztt168  發表于 2018-10-27 09:16:18
      推薦
      • 您好,抱歉遲復。因為這些章節有些內容不符合中國國情,所以做了相應刪減。后期修訂應該也不會添加了,對給您帶來的不便感到抱歉!

        張海艷  發表于 2018-10-30 08:49:19
      • @張海艷 “12.5 Modifying Factor Levels中”關于fct_lump()函數的講述以及“12.4 Modifying Factor Order”我個人看不出任何不符合中國國情之處,不應該刪減的。

        pucaloo  發表于 2018-11-09 13:59:17
      • @pucaloo 感謝你熱心指點,看來即使買了中文版,還得買一個英文版的才行。

        zztt168  發表于 2018-11-11 12:05:47
      • @zztt168 英文原版電子書的是免費的,翻譯不好好翻譯,除了這些還有挺多地方沒翻譯,怪到審查上也是醉了,還好意思賣這么貴

        阿芙蓉  發表于 2019-04-04 10:30:55
    • 大神的經典!一直在等!
      不知道有沒有電子版?
      淡之又淡  發表于 2018-07-25 12:03:42
      推薦
      • 您好,有電子版。

        張海艷  發表于 2018-07-25 12:11:59
    • 等了好久了,什么時候能買電子版?
      Dr_Zhao  發表于 2018-07-27 15:33:04
      推薦
    • 什么時候出電子版,紙質版現在來不及了
      清半夏  發表于 2018-07-28 22:31:29
      推薦
    • 源代碼下載下來打不開呢?
      leeson89  發表于 2018-08-03 14:40:42
      推薦
      • 應該是能打開的,麻煩您看一下是否未安裝相應軟件。

        張海艷  發表于 2018-08-03 15:06:41
      • @張海艷 已解決,謝謝

        leeson89  發表于 2018-08-03 15:14:48
      • @張海艷 電子書沒有刮刮卡嗎?

        leeson89  發表于 2018-08-03 16:09:56
      • @leeson89 只有紙質書才有刮刮卡,電子書沒有。

        張海艷  發表于 2018-08-03 16:21:31
    • 有沒有PDF版的啊,買了只發給我mobi版的,電腦上看不了啊
      doctor_xc  發表于 2018-08-22 18:49:35
      推薦
      • 可以將問題email至電子書客服郵箱:ebook@turingbook.com

        張海艷  發表于 2018-08-23 08:41:03
    • 勘誤:第23頁最上面兩張圖用錯了,即第22頁的 position = “identity”參數說明對應的兩段代碼
      阿湯  發表于 2018-08-29 14:13:32
      推薦
    • 請問下,每節的練習有答案嗎?
      行走天下  發表于 2018-09-22 20:32:52
      推薦
      • 您好,實在抱歉,沒有練習答案。

        張海艷  發表于 2018-09-27 08:57:46
    • 第9章 連接解釋的“維恩圖”沒有用顏色區分開來!
      datadt  發表于 2018-11-22 20:25:04
      推薦
    • 強烈推薦新手同時學習datacamp上本書合著者Garrett開設的相關課程(目前有6門:分別涉及Rstudio,dplyr數據操作,ggvis包可視化和應用R輸出報表)。作為和Hadley大神一起工作的好基友,他對R的理解和深入淺出的講述反倒讓我這種凡人更服氣~這波吹爆Garrett~
      王哪走  發表于 2018-12-25 12:09:49
      推薦
    • 請問哪里下載本書的源代碼呢
      Shira  發表于 2019-01-28 12:31:59
      推薦
      • 您好,可在本頁面右側“隨書下載”處下載源代碼。

        張海艷  發表于 2019-01-28 13:08:22
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