TensorFlow For Dummies (Paperback)
暫譯: 傻瓜書:TensorFlow 入門 (平裝本)

Matthew Scarpino

  • 出版商: For Dummies
  • 出版日期: 2018-04-03
  • 售價: $1,440
  • 貴賓價: 9.5$1,368
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Paperback
  • ISBN: 1119466210
  • ISBN-13: 9781119466215
  • 相關分類: DeepLearningTensorFlow
  • 海外代購書籍(需單獨結帳)

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商品描述

Become a machine learning pro! 

Google TensorFlow has become the darling of financial firms and research organizations, but the technology can be intimidating and the learning curve is steep. Luckily, TensorFlow For Dummies is here to offer you a friendly, easy-to-follow book on the subject. Inside, you’ll find out how to write applications with TensorFlow, while also grasping the concepts underlying machine learning—all without ever losing your cool!

Machine learning has become ubiquitous in modern society, and its applications include language translation, robotics, handwriting analysis, financial prediction, and image recognition. TensorFlow is Google's preeminent toolset for machine learning, and this hands-on guide makes it easy to understand, even for those without a background in artificial intelligence. 

  • Install TensorFlow on your computer
  • Learn the fundamentals of statistical regression and neural networks
  • Visualize the machine learning process with TensorBoard
  • Perform image recognition with convolutional neural networks (CNNs)
  • Analyze sequential data with recurrent neural networks (RNNs)
  • Execute TensorFlow on mobile devices and the Google Cloud Platform (GCP)

If you’re a manager or software developer looking to use TensorFlow for machine learning, this is the book you’ll want to have close by.

商品描述(中文翻譯)

成為機器學習專家! 

Google TensorFlow 已成為金融公司和研究機構的寵兒,但這項技術可能令人畏懼,學習曲線也相當陡峭。幸運的是,TensorFlow For Dummies 為您提供了一本友好且易於跟隨的書籍。在這本書中,您將學會如何使用 TensorFlow 編寫應用程式,同時掌握機器學習的基本概念——所有這些都不會讓您感到壓力!

機器學習在現代社會中已變得無處不在,其應用包括語言翻譯、機器人技術、手寫分析、金融預測和圖像識別。TensorFlow 是 Google 的主要機器學習工具集,而這本實用指南使其易於理解,即使是對於沒有人工智慧背景的人來說也不例外。 


  • 在您的電腦上安裝 TensorFlow

  • 學習統計回歸和神經網絡的基本原理

  • 使用 TensorBoard 可視化機器學習過程

  • 使用卷積神經網絡 (CNN) 執行圖像識別

  • 使用遞迴神經網絡 (RNN) 分析序列數據

  • 在移動設備和 Google Cloud Platform (GCP) 上執行 TensorFlow

如果您是希望使用 TensorFlow 進行機器學習的經理或軟體開發人員,這本書將是您必備的參考資料。