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图书分类:人工智能, 英文图书, 软件 暂无评论 ⁄ 被围观 16 次阅读+
Book Description: Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some background in basic linear algebra and calculus, this practical book introduces machine-learning fundamentals by showing you how to design systems capable of detecting objects in images, understanding text, analyzing video, and predicting the properties of potential medicines. TensorFlow for Deep Learni...
图书分类:人工智能, 工业技术, 软件 暂无评论 ⁄ 被围观 40 次阅读+
内容简介:迎来“深度学习”这项重大技术突破后,人工智能已经从发明的年代步入了实干的年代。 现在已是未来,我们所处的时代,已经与过去完全不同。面对已经来临的、机遇与挑战并存的人工智能时代,我们必须了解人工智能,跟上人工智能发展的脚步,这样才能不被时代淘汰。 全球目前人工智能发展的情况是怎样的? 全球的人工智能巨头企业有哪几家,现在它们有什么贡献?未来它们又将如何改变世界? 人工智能已经改变了世界前进的脚步,那么人工智能的发展阶段如何区分? 人工智能对社会的最大冲击是什么?我们...
图书分类:人工智能, 英文图书, 软件 暂无评论 ⁄ 被围观 23 次阅读+
Book Description: Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to address typical problems encountered when training deep neural networks. You’ll begin by studying the activation functions mostly with a single neuron (ReLu, sigmoid, and Swish), seeing how to perform linear and logistic regression using TensorFlow, and choosing the right cost function. The next section...
图书分类:人工智能, 软件 暂无评论 ⁄ 被围观 23 次阅读+
内容简介: 本书是一本易学易懂的神经网络教材,主要讨论网络结构、学习规则、训练技巧和工程应用,紧紧围绕“设计”这一视角组织材料和展开讲解,强调基本原理和训练方法,概念清晰,数学论述严谨,包含丰富的实例和练习,并配有课件和MATLAB演示程序。本书要求读者具备线性代数、概率论和微分方程的基础知识,可作为高年级本科生或一年级研究生的神经网络导论课程教材,也可供有兴趣的读者自学或参考。 目录  · · · · · · 第1章 绪论 第2章 神经元模型和网络结构 第3章 一个说明性实例 第4章 感知机学习规则 第5...
图书分类:人工智能, 软件 暂无评论 ⁄ 被围观 29 次阅读+
内容简介:神经网络是计算智能和机器学习的重要分支,在诸多领域都取得了很大的成功。在众多神经网络著作中,影响最为广泛的是Simon Haykin的《神经网络原理》(第3版更名为《神经网络与机器学习》)。在本书中,作者结合近年来神经网络和机器学习的最新进展,从理论和实际应用出发,全面、系统地介绍了神经网络的基本模型、方法和技术,并将神经网络和机器学习有机地结合在一起。 本书不但注重对数学分析方法和理论的探讨,而且也非常关注神经网络在模式识别、信号处理以及控制系统等实际工程问题的应用。本...
图书分类:人工智能, 英文图书, 软件 暂无评论 ⁄ 被围观 389 次阅读+
Python Machine Learning Case Studies is published by Apress in November 2017. This book has 204 pages in English, ISBN-13 978-1484228227. Embrace machine learning approaches and Python to enable automatic rendering of rich insights and solve business problems. The book uses a hands-on case study-based approach to crack real-world applications to which machine learning concepts can be applied. These smarter machines will enable your business processes to achieve efficiencie...
图书分类:人工智能, 英文图书, 软件 暂无评论 ⁄ 被围观 256 次阅读+
Computer Vision with Python 3 is published by in September 2017. This book has 325 pages in English, ISBN-13 978-1788299763. This book is a thorough guide for developers who want to get started with building computer vision applications using Python 3. The book is divided into five sections: The Fundamentals of Image Processing, Applied Computer Vision, Making Applications Smarter,Extending your Capabilities using OpenCV, and Getting Hands on. Throughout this book, three i...
图书分类:人工智能, 英文图书, 软件 暂无评论 ⁄ 被围观 154 次阅读+
Machine Learning for OpenCV is published by Packt Publishing in July 2017. This book has 382 pages in English, ISBN-13 978-1783980284. Machine learning is no longer just a buzzword, it is all around us: from protecting your email, to automatically tagging friends in pictures, to predicting what movies you like. Computer vision is one of today’s most exciting application fields of machine learning, with Deep Learning driving innovative systems such as self-driving cars and ...
图书分类:人工智能, 自然科学, 软件 暂无评论 ⁄ 被围观 325 次阅读+
内容介绍: ·人工智能并不是一个新鲜的概念,自提出到现在已经有半个多世纪的时间,期间经过了跌宕起伏的发展历程。 ·作者从专业的角度,深入浅出,梳理了人工智能发展的历程,其经历的不同阶段概况,如今*前沿的发展现状以及面临的困境,并探讨了其未来发展的可能性,堪称一部精彩的人工智能进化史。 ·作者玛格丽特·博登具有深厚的跨学科背景,她将心理学、医学、哲学等领域的知识融会贯通,与自己对人工智能的研究相结合,生发出独特而深刻的洞见,被誉为“人工智能领域的女性女人”。 作者简介: 玛格丽特·博登 ·...
Paradigms of Artificial Intelligence Programming
Book Description: Paradigms of AI Programming is the first text to teach advanced Common Lisp techniques in the context of building major AI systems. By reconstructing authentic, complex AI programs using state-of-the-art Common Lisp, the book teaches students and professionals how to build and debug robust practical programs, while demonstrating superior programming style and important AI concepts. The author strongly emphasizes the practical performance issues involved i...
图书分类:人工智能, 英文图书, 软件 暂无评论 ⁄ 被围观 662 次阅读+
Machine Learning for Hackers
Book Description If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation. Each chapter focuses on a specific problem in machine le...
图书分类:人工智能, 英文图书, 软件 评论数 2 ⁄ 被围观 611 次阅读+
Machine Learning in Action
Book Description Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You’ll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. A machine is said to learn when its performance improves with experie...