深度学习:核心原理与案例分析
eBook - ePub

深度学习:核心原理与案例分析

Chinese Edition

  1. 389 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

深度学习:核心原理与案例分析

Chinese Edition

About this book

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Key Features

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Book Description

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What you will learn

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Who this book is for

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Information

Publisher
Packt Publishing
Year
2024
Topic
Computer Science
eBook ISBN
9781836201205
Subtopic
Neural Networks
Index
Computer Science

Table of contents

  1. 版权信息
  2. 版权
  3. 版权声明
  4. 内容提要
  5. 作者简介
  6. 技术审稿人简介
  7. 译者序
  8. 前言
  9. 资源与支持
  10. 第1章 数据科学——鸟瞰全景
  11. 第2章 数据建模实战——“泰坦尼克号”示例
  12. 第3章 特征工程与模型复杂性——重温“泰坦尼克号”示例
  13. 第4章 TensorFlow入门实战
  14. 第5章 TensorFlow基础示例实战
  15. 第6章 深度前馈神经网络——实现数字分类
  16. 第7章 卷积神经网络
  17. 第8章 目标检测——CIFAR-10示例
  18. 第9章 目标检测——CNN迁移学习
  19. 第10章 循环神经网络——语言模型
  20. 第11章 表示学习——实现词嵌入
  21. 第12章 神经网络在情感分析中的应用
  22. 第13章 自动编码器——特征提取和降噪
  23. 第14章 生成对抗网络
  24. 第15章 面部生成与标签缺失处理
  25. 附录A 实现鱼类识别

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Yes, you can access 深度学习:核心原理与案例分析 by Posts & Telecom Press,Ahmed Menshawy in PDF and/or ePUB format, as well as other popular books in Computer Science & Neural Networks. We have over one million books available in our catalogue for you to explore.