TensorFlow For Dummies (Paperback)

Matthew Scarpino

  • 出版商: For Dummies
  • 出版日期: 2018-04-03
  • 售價: $1,380
  • 貴賓價: 9.5$1,311
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Paperback
  • ISBN: 1119466210
  • ISBN-13: 9781119466215
  • 相關分類: DeepLearningTensorFlow
  • 無法訂購

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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已成為金融機構和研究機構的寵兒,但這項技術可能令人生畏,學習曲線陡峭。幸運的是,《TensorFlow For Dummies》將為您提供一本友善且易於理解的書籍。在這本書中,您將學習如何使用TensorFlow編寫應用程序,同時掌握機器學習背後的概念,而不會感到困惑。

機器學習已經在現代社會中無所不在,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,這本實用指南使其易於理解,即使對人工智能沒有背景的人也能輕鬆上手。


  • 在您的電腦上安裝TensorFlow

  • 學習統計回歸和神經網絡的基礎知識

  • 使用TensorBoard可視化機器學習過程

  • 使用卷積神經網絡(CNN)進行圖像識別

  • 使用循環神經網絡(RNN)分析序列數據

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

如果您是一位經理或軟件開發人員,希望使用TensorFlow進行機器學習,這本書將是您必備的參考資料。