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Machine Learning Design Patterns

人工智能, 英文图书, 软件  暂无评论 ⁄ 41 次阅读+
Book Description:The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representat...
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Python for Probability, Statistics, and Machine Learning

人工智能, 英文图书, 软件  暂无评论 ⁄ 74 次阅读+
Book Description: This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas.  The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython notebooks, which are provided as supplementary downloads. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods a...
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线性代数应该这样学第三版

人工智能, 自然科学  暂无评论 ⁄ 2,954 次阅读+
内容简介:本书强调抽象的向量空间和线性映射, 内容涉及多项式、本征值、本征向量、内积空间、迹与行列式等. 本书在内容编排和处理方法上与国内通行的做法大不相同, 它完全抛开行列式, 采用更直接、更简捷的方法阐述了向量空间和线性算子的基本理论. 书中对一些术语、结论、数学家、证明思想和启示等做了注释, 不仅增加了趣味性, 还加强了读者对一些概念和思想方法的理解. 本书起点低, 无需线性代数方面的预备知识即可学习, 非常适合作为教材. 另外, 本书方法新颖, 非常值得相关教师和科研人员参考.作者...
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神经网络与机器学习

人工智能, 软件  暂无评论 ⁄ 715 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...
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Python Machine Learning Case Studies

人工智能, 英文图书, 软件  暂无评论 ⁄ 789 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...
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Computer Vision with Python 3

人工智能, 英文图书, 软件  暂无评论 ⁄ 721 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...
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学习OpenCV(中文版)

软件  暂无评论 ⁄ 465 次阅读+
内容简介: 计算机视觉是在图像处理的基础上发展起来的新兴学科。OpenCV是一个开源的计算机视觉库,是英特尔公司资助的两大图像处理利器之一。它为图像处理、模式识别、三维重建、物体跟踪、机器学习和线性代数提供了各种各样的算法。 本书由OpenCV发起人所写,站在一线开发人员的角度用通俗易懂的语言解释了OpenCV的缘起和计算机视觉基础结构,演示了如何用OpenCV和现有的自由代码为各种各样的机器进行编程,这些都有助于读者迅速入门并渐入佳境,兴趣盎然地深入探索计算机视觉领域。 本书可作为信息处理、计算机...
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Machine Learning for OpenCV

人工智能, 英文图书, 软件  暂无评论 ⁄ 339 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 ...
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Machine Learning for Hackers

人工智能, 英文图书, 软件  暂无评论 ⁄ 799 次阅读+
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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Machine Learning in Action

人工智能, 英文图书, 软件  评论数2 ⁄ 916 次阅读+
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...
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