Deep Learning: Deep Learning explained to your granny – A guide for beginners (Machine Learning)

Pat Nakamoto

  • 出版商: W. W. Norton
  • 出版日期: 2018-01-12
  • 售價: $1,120
  • 貴賓價: 9.5$1,064
  • 語言: 英文
  • 頁數: 118
  • 裝訂: Paperback
  • ISBN: 1983821357
  • ISBN-13: 9781983821356
  • 相關分類: Machine LearningDeepLearning
  • 無法訂購

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商品描述

Ready to crank up a neural network to get your self-driving car pick up the kids from school? Want to add 'Deep Learning’ to your LinkedIn profile? Well, hold on there... Before you embark on your epic journey into the world of deep learning, there is basic theory to march through first! Take a step-by-step journey through the basics of Neural Networks and Deep Learning, made so simple that…even your granny could understand it! What you will gain from this book: * A deep understanding of how a Neural Network and Deep Learning work * A basics comprehension on how to build a Deep Neural Network from scratch Who this book is for: * Beginners who want to approach the topic, but are too afraid of complex math to start! What’s Inside? * A general overview of Deep Learning * What are the limits of Deep Learning? * Deep Learning: the basics * Layers, Learning paradigms, Training, Validation * Main architectures and algorithms * Convolutional Neural Networks * Models for Deep Learning * Probabilistic graphic models * Restricted Boltzmann Machines * Deep Belief Networks * Available Frameworks and libraries * TensorFlow Hit download. Now!

商品描述(中文翻譯)

準備好啟動神經網絡,讓你的自駕車接送孩子上學了嗎?想在 LinkedIn 上添加「深度學習」到你的個人資料中嗎?好吧,先等一下...在你踏上深度學習的史詩般旅程之前,先要通過基本理論的考驗!透過這本書,你將進行一次循序漸進的旅程,了解神經網絡和深度學習的基礎,並且簡單到...連你的奶奶都能理解!這本書將帶給你以下收穫: * 深入了解神經網絡和深度學習的工作原理 * 基本理解如何從頭開始構建深度神經網絡 這本書適合對這個主題感興趣但害怕複雜數學的初學者!內容包括: * 深度學習的概述 * 深度學習的限制是什麼? * 深度學習的基礎知識 * 層、學習範式、訓練、驗證 * 主要架構和算法 * 卷積神經網絡 * 深度學習模型 * 概率圖模型 * 受限玻爾茨曼機 * 深度置信網絡 * 可用的框架和庫 * TensorFlow 立即下載吧!