塞思·韦德曼著 ; 郑天民译.

Edition	Di 1 ban.
	第1版.

Publication Info.	Beijing Shi : Ren min you dian chu ban she, 2021.
	北京市 : 人民邮电出版社, 2021.

To Access:
Available on O'Reilly for Public Libraries

Bookmark link: https://library.naperville-lib.org:444/record=b3191434~S1

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Description	1 online resource (214 pages) : illustrations.
Series	Tu ling cheng xu she ji cong shu
	图灵程序设计丛书
	Tu ling cheng xu she ji cong shu.
	图灵程序设计丛书.
Bibliography	Includes bibliographical references
Summary	Detailed summary in vernacular field.
	深度学习技术的发展如火如荼，这些知识正迅速成为机器学习从业者甚至许多软件开发工程师的"加分项"。深度学习是一个立体的领域，仅从数学层面或代码层面学习，难免以偏概全，无法融会贯通。本书作者认为，理解深度学习和神经网络需要多种思维模型。因此，本书从数学、示意图、Python代码三个维度帮助你立体地理解每一个概念，带你领略深度学习领域的全貌，从内到外地理解构建神经网络的每一步。你将学到以下内容。为理解深度学习的概念和原理构建多种思维模型。掌握嵌套函数、链式法则等数学概念。掌握学习率衰减、权重初始化、dropout等优化技巧。从零构建CNN和RNN等常见的神经网络架构。使用PyTorch实现神经网络。.
Subject	Python (Computer program language)
	Machine learning.
	Neural networks (Computer science)
	Artificial intelligence.
	Neural Networks, Computer
	Artificial Intelligence
	Machine Learning
	Python (Langage de programmation)
	Apprentissage automatique.
	Réseaux neuronaux (Informatique)
	Intelligence artificielle.
	artificial intelligence.
	Artificial intelligence
	Machine learning
	Neural networks (Computer science)
	Python (Computer program language)
Added Author	Zheng, Tianim, translator.
	郑天民, translator.
Added Title	Deep learning from scratch
ISBN	9787115555649
	7115555648
Standard No.	9787115555649

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