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  • Python機器學習基礎教程
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    圖靈程序設計叢書

    Python機器學習基礎教程

    Andreas C. Mu?ller , Sarah Guido (作者) 張亮(hysic) (譯者)
    以機器學習算法實踐為重點,使用scikit-learn庫從頭構建機器學習應用
    本書是機器學習入門書,以Python語言介紹。主要內容包括:機器學習的基本概念及其應用;實踐中最常用的機器學習算法以及這些算法的優缺點;在機器學習中待處理數據的呈現方式的重要性,以及應重點關注數據的哪些方面;模型評估和調參的高級方法,重點講解交叉驗證和網格搜索;管道的概念;如何將前面各章的方法應用到文本數據上,還介紹了一些文本特有的處理方法。

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    出版信息

    • 書  名Python機器學習基礎教程
    • 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 岳新欣
    • 出版日期2018-02-07
    • 書  號978-7-115-47561-9
    • 定  價79.00 元
    • 頁  數285
    • 印刷方式單色
    • 開  本16開
    • 出版狀態上市銷售
    • 原書名Introduction to Machine Learning with Python
    • 原書號9781449369415

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    目錄

    版權聲明 閱讀
    O'Reilly Media, Inc. 介紹 閱讀
    前言 閱讀
    第 1 章 引言 閱讀
    第 2 章 監督學習
    第 3 章 無監督學習與預處理
    第 4 章 數據表示與特征工程
    第 5 章 模型評估與改進
    第 6 章 算法鏈與管道
    第 7 章 處理文本數據
    第 8 章 全書總結
    關于作者 閱讀
    關于封面 閱讀

    作者介紹

    Andreas C. Mu?ller,scikit-learn庫維護者和核心貢獻者。現任哥倫比亞大學數據科學研究院講師,曾任紐約大學數據科學中心助理研究員、亞馬遜公司計算機視覺應用的機器學習研究員。在波恩大學獲得機器學習博士學位。

    Sarah Guido,Mashable公司數據科學家,曾擔任Bitly公司首席數據科學家。

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