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Book Description: Harness the power of?MATLAB?to resolve a wide range of machine learning challenges. This book provides a series of examples of technologies critical to machine learning. Each example solves a real-world problem. All code in?MATLAB Machine Learning Recipes: A Problem-Solution Approach?is executable. The toolbox that the code uses provides a complete set of functions needed to implement all aspects of machine learning. Authors?Michael Paluszek?and?Stephani...
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圖書分類:人工智能, 英文圖書, 軟件 暫無評論 ⁄ 被圍觀 120 次閱讀+
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...
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圖書分類:人工智能, 工業技術, 軟件 暫無評論 ⁄ 被圍觀 297 次閱讀+
內容簡介:迎來“深度學習”這項重大技術突破后,人工智能已經從發明的年代步入了實干的年代。 現在已是未來,我們所處的時代,已經與過去完全不同。面對已經來臨的、機遇與挑戰并存的人工智能時代,我們必須了解人工智能,跟上人工智能發展的腳步,這樣才能不被時代淘汰。 全球目前人工智能發展的情況是怎樣的? 全球的人工智能巨頭企業有哪幾家,現在它們有什么貢獻?未來它們又將如何改變世界? 人工智能已經改變了世界前進的腳步,那么人工智能的發展階段如何區分? 人工智能對社會的最大沖擊是什么?我們...
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圖書分類:人工智能, 英文圖書, 軟件 暫無評論 ⁄ 被圍觀 60 次閱讀+
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...
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圖書分類:人工智能, 軟件 暫無評論 ⁄ 被圍觀 147 次閱讀+
內容簡介: 本書是一本易學易懂的神經網絡教材,主要討論網絡結構、學習規則、訓練技巧和工程應用,緊緊圍繞“設計”這一視角組織材料和展開講解,強調基本原理和訓練方法,概念清晰,數學論述嚴謹,包含豐富的實例和練習,并配有課件和MATLAB演示程序。本書要求讀者具備線性代數、概率論和微分方程的基礎知識,可作為高年級本科生或一年級研究生的神經網絡導論課程教材,也可供有興趣的讀者自學或參考。 目錄??·?·?·?·?·?· 第1章 緒論 第2章 神經元模型和網絡結構 第3章 一個說明性實例 第4章 感知機學習規則 第5...
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圖書分類:人工智能, 軟件 暫無評論 ⁄ 被圍觀 226 次閱讀+
內容簡介:神經網絡是計算智能和機器學習的重要分支,在諸多領域都取得了很大的成功。在眾多神經網絡著作中,影響最為廣泛的是Simon Haykin的《神經網絡原理》(第3版更名為《神經網絡與機器學習》)。在本書中,作者結合近年來神經網絡和機器學習的最新進展,從理論和實際應用出發,全面、系統地介紹了神經網絡的基本模型、方法和技術,并將神經網絡和機器學習有機地結合在一起。 本書不但注重對數學分析方法和理論的探討,而且也非常關注神經網絡在模式識別、信號處理以及控制系統等實際工程問題的應用。本...
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圖書分類:人工智能, 英文圖書, 軟件 暫無評論 ⁄ 被圍觀 462 次閱讀+
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...
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圖書分類:人工智能, 英文圖書, 軟件 暫無評論 ⁄ 被圍觀 408 次閱讀+
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...
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圖書分類:人工智能, 英文圖書, 軟件 暫無評論 ⁄ 被圍觀 212 次閱讀+
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 ...
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圖書分類:人工智能, 自然科學, 軟件 暫無評論 ⁄ 被圍觀 413 次閱讀+
AI:人工智能的本質與未來
內容介紹: ·人工智能并不是一個新鮮的概念,自提出到現在已經有半個多世紀的時間,期間經過了跌宕起伏的發展歷程。 ·作者從專業的角度,深入淺出,梳理了人工智能發展的歷程,其經歷的不同階段概況,如今*前沿的發展現狀以及面臨的困境,并探討了其未來發展的可能性,堪稱一部精彩的人工智能進化史。 ·作者瑪格麗特·博登具有深厚的跨學科背景,她將心理學、醫學、哲學等領域的知識融會貫通,與自己對人工智能的研究相結合,生發出獨特而深刻的洞見,被譽為“人工智能領域的女性女人”。 作者簡介: 瑪格麗特·博登 ·...
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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...
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圖書分類:人工智能, 英文圖書, 軟件 暫無評論 ⁄ 被圍觀 696 次閱讀+
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...
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