Deep Learning: Deep Learning explained to your granny – A guide for beginners (Machine Learning)
暫譯: 深度學習:向奶奶解釋深度學習 – 初學者指南 (機器學習)

Pat Nakamoto

  • 出版商: W. W. Norton
  • 出版日期: 2018-01-12
  • 售價: $1,140
  • 貴賓價: 9.5$1,083
  • 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

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,讓你的自駕車去接孩子放學了嗎?想在你的 LinkedIn 個人檔案上添加「深度學習」嗎?等等……在你踏上這段史詩般的深度學習之旅之前,首先需要了解一些基本理論!讓我們一步一步地探索神經網絡和深度學習的基礎,簡單到……連你的奶奶都能理解!你將從這本書中獲得的知識包括:* 深入了解神經網絡和深度學習的運作原理 * 從零開始構建深度神經網絡的基本理解 本書適合的人群:* 想接觸這個主題但因為複雜的數學而感到害怕的初學者! 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: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 * 機率圖模型 * 限制玻爾茲曼機 * 深度信念網絡 * 可用的框架和庫 * TensorFlow 立即下載。現在!