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  • 圖書

    • 特征工程入門與實踐

      Sinan Ozdemir   Divya Susarla   莊嘉盛   譯

      本書將帶你了解特征工程的完整過程,使機器學習更加系統、高效。你會從理解數據開始學習,機器學習模型的成功正是取決...

    • 利用機器學習開發算法交易系統

      [韓]安明浩   王雪珂   譯

      本書介紹了機器學習必要的統計與概率方面的數學理論,以及適用機器學習的領域相關的領域知識,同時收錄了實現代碼。利...

    • 精通特征工程

      愛麗絲·鄭   阿曼達·卡薩麗   陳光欣   譯

      本書介紹大量特征工程技術,闡明特征工程的基本原則。主要內容包括:機器學習流程中 的基本概念,數值型數據的基礎...

    • 白話機器學習算法

      黃莉婷   蘇川集   武傳海   譯

      與使用數學語言或計算機編程語言講解算法的書不同,本書另辟蹊徑,用通俗易懂的人類語言以及大量有趣的示例和插圖講解...

    • Spark機器學習(第2版)

      [印]拉結帝普?杜瓦   [印]曼普利特?辛格?古特拉   [南非]尼克?彭特里思   蔡立宇   黃章帥   周濟民   譯

      本書結合案例研究講解Spark 在機器學習中的應用,并介紹如何從各種公開渠道獲取用于機器學習系統的數據。內容涵...

    • Python深度學習

      [美] 弗朗索瓦?肖萊   張亮(hysic)   譯

      本書由Keras之父、現任Google人工智能研究員的弗朗索瓦?肖萊(Franc?ois Chollet)執筆...

    • 深度學習入門:基于Python的理論與實現

      齋藤康毅   陸宇杰   譯

      本書是深度學習真正意義上的入門書,深入淺出地剖析了深度學習的原理和相關技術。書中使用Python3,盡量不依賴...

    • 機器學習與優化

      [意] 羅伯托·巴蒂蒂   [意] 毛羅·布魯納托   王彧弋   譯

      本書是機器學習實戰領域的一本佳作,從機器學習的基本概念講起,旨在將初學者引入機器學習的大門,并走上實踐的道路。...

    • Hadoop深度學習

      Dipayan Dev   范東來   趙運楓   封強   譯

      本書主要目標是處理很多深度學習應用的熱點問題并向讀者披露解決方案的細節。主要內容分為7章:第1章介紹深度學習基...

    • Python機器學習基礎教程

      Andreas C. Mu?ller   Sarah Guido   張亮(hysic)   譯

      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...

    • 預測分析與數據挖掘:RapidMiner實現

      Vijay Kotu   嚴云   譯

      本書旨在幫助讀者理解數據挖掘方法的基礎知識,并實現無需編寫代碼就能在自己的工作中實踐這些方法。書中圍繞分類、回...

    • 稀疏統計學習及其應用

      Robert Tibshirani   Trevor Hastie   Martin Wainwright   劉波   景鵬杰   譯

      稀疏統計模型只具有少數非零參數或權重,經典地體現了化繁為簡的理念,因而廣泛應用于諸多領域。本書就稀疏性統計學習...

    • 碼農·解鎖機器學習(第30期)

      “人工智能”這一概念的出現可以追溯到20世紀50年代,真正進入公眾視野、引起大眾廣泛討論應該是IBM公司“深藍...

    • Java機器學習

      Bo?tjan Kalu?a   武傳海   譯

      本書介紹如何使用Java創建并實現機器學習算法,既有基礎知識,又提供實戰案例。主要內容包括:機器學習基本概念、...

    • Python機器學習經典實例

      Prateek Joshi   陶俊杰   陳小莉   譯

      在如今這個處處以數據驅動的世界中,機器學習正變得越來越大眾化。它已經被廣泛地應用于不同領域,如搜索引擎、機器人...

    • Keras圖像深度學習實戰

      本書共分成8個章節,第1章是Keras簡介和環境搭建;第2~6章整體介紹Keras的軟件框架,包含卷積層,池化...

    • 算法圖解

      Aditya Bhargava   袁國忠   譯

      【主要內容】 本書示例豐富,圖文并茂,以簡明易懂的方式闡釋了算法,旨在幫助程序員在日常項目中更好地利用算...

    • R語言與數據分析實戰

      徐珉久   武傳海   譯

      R語言是面向統計和機器學習的編程語言,本書以R語言的“編程屬性”為中心,介紹了熟練使用R語言的方法和關于數據可...

    • 走近2050:注意力、互聯網與人工智能

      隨著人工智能程序AlphaGo以4:1的大比分戰勝人類圍棋世界冠軍李世石,機器將征服人類的擔憂正在甚囂塵上。《...

    • 機器學習

      Peter Flach   段菲   譯

      被譽為內容最全面的機器學習教材,Machine Learning期刊主編力作 “本書寫作思路清楚,邏...

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