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  • Python數據科學手冊
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    圖靈程序設計叢書

    Python數據科學手冊

    Jake VanderPlas (作者) 陶俊杰 陳小莉 (譯者)
    - 掌握用Scikit-Learn、NumPy等工具高效存儲、處理和分析數據
    - 大量示例+逐步講解+舉一反三,從計算環境配置到機器學習實戰,切實解決工作痛點
    本書是對以數據深度需求為中心的科學、研究以及針對計算和統計方法的參考書。本書共五章,每章介紹一到兩個Python數據科學中的重點工具包。首先從IPython和Jupyter開始,它們提供了數據科學家需要的計算環境;第2章講解能提供ndarray對象的NumPy,它可以用Python高效地存儲和操作大型數組;第3章主要涉及提供DataFrame對象的Pandas,它可以用Python高效地存儲和操作帶標簽的/列式數據;第4章的主角是Matplotlib,它為Python提供了許多數據可視化功能;第5章以Scikit-Learn為主,這個程序庫為最重要的機器學習算法提供了高效整潔的Python版實現。
    本書適合有編程背景,并打算將開源Python工具用作分析、操作、可視化以及學習數據的數據科學研究人員。

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    出版信息

    • 書  名Python數據科學手冊
    • 系列書名圖靈程序設計叢書
    • 執行編輯關于本書的內容有任何問題,請聯系 傅志紅
    • 出版日期2018-01-30
    • 書  號978-7-115-47589-3
    • 定  價109.00 元
    • 頁  數448
    • 印刷方式單色
    • 開  本16開
    • 出版狀態上市銷售
    • 原書名Python Data Science Handbook
    • 原書號9781491912058

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    本書特色

    Python語言擁有大量可用于存儲、操作和洞察數據的程序庫,已然成為深受數據科學研究人員推崇的工具。本書以IPython、NumPy、Pandas、Matplotlib和Scikit-Learn這5個能完成數據科學大部分工作的基礎工具為主,從實戰角度出發,講授如何清洗和可視化數據、如何用數據建立各種統計學或機器學習模型等常見數據科學任務,旨在讓各領域與數據處理相關的工作人員具備發現問題、解決問題的能力。

    目錄

    版權聲明 閱讀
    O'Reilly Media, Inc. 介紹 閱讀
    譯者序 閱讀
    前言 閱讀
    第 1 章 IPython:超越 Python 閱讀
    第 2 章 NumPy 入門
    第 3 章 Pandas 數據處理
    第 4 章 Matplotlib 數據可視化
    第 5 章 機器學習
    關于作者 閱讀
    關于封面 閱讀

    作者介紹

    Jake VanderPlas,Python科學棧深度用戶和開發者,尤其擅長Python科學計算和數據可視化,是altair等可視化程序庫的創建人,并為Scikit-Learn、IPython等Python程序庫做了大量貢獻。現任美國華盛頓大學eScience學院物理科學研究院院長。
    • 隨書下載的文件怎么打開?
      Zeh豪  發表于 2019-01-20 21:56:45
      推薦
    • 開心 感謝圖靈的積極響應和負責態度,不愧首屈一指的技術書目出版社!繼續努力讀書“挑錯”新版 嘿嘿
      Guibs  發表于 2019-04-17 13:53:21
      推薦
      • 感謝支持,請隨時指出書中bug哈

        神煩小寶  發表于 2019-04-24 22:50:00
    • 請問這書啥時候能出版?
      taurusli  發表于 2017-06-16 18:33:40
      推薦
      • 您好,感謝您的關注。本書預計今年年底出版,敬請期待!

        夏靜文  發表于 2017-08-07 13:48:23
    • 哈哈,我自己也翻譯了一部分
      allen_li89  發表于 2017-09-18 10:22:00
      推薦
      • 請問。。。啥進度了。。。啥時候能看到中文版?

        Guibs  發表于 2017-10-30 22:02:18
      • @Guibs 您好,感謝您的關注!本書目前仍在編輯中,預計今年底明年初出版,還請耐心等待~

        夏靜文  發表于 2017-10-31 10:03:49
      • @夏靜文 中文版?期待期待 準備轉數據挖掘 哈哈 那我先看其他的

        Guibs  發表于 2017-11-01 00:10:10
    • 種草
      jackpy  發表于 2017-11-29 09:24:08
      推薦
    • 排版了, 快了咩
      Guibs  發表于 2017-12-12 21:51:43
      推薦
      • 是的,預計明年年初就可以跟大家見面啦~

        夏靜文  發表于 2017-12-13 08:58:44
      • @夏靜文 上次還說年底.....額

        Guibs  發表于 2017-12-13 10:18:44
      • @Guibs 非常抱歉,還請您耐心等待。

        夏靜文  發表于 2017-12-13 10:33:46
    • 所以這都年底了。。
      龍哥盟飛龍  發表于 2017-12-14 17:21:56
      推薦
    • 天天都來刷動態...
      Guibs  發表于 2017-12-22 09:07:14
      推薦
    • 原本都看完了,還沒有出來。
      iShaunYang  發表于 2017-12-28 13:41:11
      推薦
    • 這書啥時候能出,已經2018了
      xiaocaicai  發表于 2018-01-10 16:00:35
      推薦
      • 您好!本書已經在印刷中了,相信馬上就能與各位讀者見面了~

        夏靜文  發表于 2018-01-11 08:36:26
    • 終于印刷了。。。
      Guibs  發表于 2018-01-15 15:32:47
      推薦
    • 期待...
      明明如月  發表于 2018-01-16 14:14:35
      推薦
    • 你這電子版里的勘誤這么久了還沒改過愛啊。。還是之前帶錯誤的那個pdf。。。。
      Guibs  發表于 2019-04-12 21:54:35
      推薦
      • 感謝支持,請問是哪處bug呢

        神煩小寶  發表于 2019-04-24 22:49:36
    • 5.6.4小節的兩個數據集,從哪里獲取?
      teaGod  發表于 2019-07-09 09:04:14
      推薦
      • 請看看這里:https://www.ncdc.noaa.gov/cdo-web/search?datasetid=GHCND。

        傅志紅  發表于 2019-07-17 13:54:03
      • @傅志紅 書里給的鏈接就是這個,但是這個鏈接里面需要自己去選擇,書里沒有寫明白該怎么選擇,到這里就卡住了

        teaGod  發表于 2019-07-17 16:22:17
      • @teaGod 你進入https://www.ncdc.noaa.gov/cdo-web/datasets這個網址看看,下面有很多數據集,點開某個數據集左邊的加號可以看到Search Tool、Mapping Tool、FTP等。

        傅志紅  發表于 2019-07-18 10:00:39
    • 書本里面用的數據,哪里下載啊
      python軍  發表于 2019-07-15 19:08:30
      推薦
      • 本頁右邊欄的“隨書下載”中。

        傅志紅  發表于 2019-07-17 13:49:31
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