Python机器学习实战:基于Scikit-learn与PyTorch的神经网络解决方案 一本书,帮助读者了解和应用机器学习与深度学习
NumPy、Pandas、Matplotlib、Scikit-learn以及Pytorch,一应俱全 涵括常见应用场景,可作为初学者入门指南以及从业者中长期参考手册 深度阐述机器学习环境搭建、数据加载、数值处理、数据分析和可视化 结合理论和实践来解释监督学习、无监督学习、回归算法以及集成学习 通过一个端到端解决方案来解释复杂的卷积神经网络架构、原理和实现 本书分为三个部分。第一部分向您介绍使用 Python 的数字运算和数据分析工具,并深入解释环境配置、数据加载、数值处理、数据分析和可视化。第二部分涵盖机器学习基础知识和 Scikit-learn 库。它还通过理论和实践课程以简单的方式解释了监督学习、无监督学习、回归算法的实现和分类以及集成学习方法。第三部分解释了复杂的神经网络架构,并详细介绍了卷积神经网络的内部工作和实现。最后一章包含 Pytorch 中神经网络的详细
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知识产权与商业:无形资产的力量 作为知识产权经典译丛(第5辑)中与商业结合更紧密的一本,非常值得企业相关从业人员借鉴
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Python 3图像处理实战 学习Python图像处理的入门书籍
本书提供了Windows PC和树莓派两种平台,基于NumPy、Matplotlib和Scikit-Image库及Python语言,结合大量实例,对图像处理进行智能化讲解。本书可作为学习Python图像处理的基础读物和本科生教材或参考资料。
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【预订】A History of the Present 9780199498017 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9780199498017 Author 作者 Desai Ashwin Format 版本 精装 Pages Number 页数 408页 Publisher 出版社 Oxford University Press Publication Date 出版日期 2019-11-14 Language 语种 英语 Book Contents 内容简介 A History of the Present is the first full-length study of the Indian minority in South African-a culturally, economically and politically conspicuous and significant population-in the post-apartheid period. Based on original oral and archival material, it focuses on gender, work, religion, sports, the new elites, and racial politics. While focusing on Indian South Africans, this study makes an intervention into key political issues in contemporary South Africa, especially the debate over affirmative action, Black Economic Empowerment, and race and identity, as well as wider intellectual issues like nation, state, and citizenship.
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预订 Case-Based Reasoning Research and Development: 19th Inter 【全球购】进口原版图书,约5-8周到达国内后发出
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【预订】Case-Based Reasoning Research and Development: 19th 美国库房发货,通常付款后3-5周到货!
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【预订】BBC Micro:bit in Practice 9781804610121 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781804610121 Author 作者 Pajankar Ashwin Format 版本 平装-胶订 Pages Number 页数 292页 Publisher 出版社 Packt Publishing Publication Date 出版日期 2022-12-09 Product Dimensions 商品尺寸 9.25 x 7.50 x 0.61 Shipping Weight 商品重量 1.11 Language 语种 其它(含多语) Book Contents 内容简介 This book is a one-stop guide for learning BBC Micro:bit with MicroPython, exploring many hardware components and programming techniques to provide detailed insights into developing practical applications with the Micro:bit. It will also show you how hardware components can be manipulated using a combination of Micro:bit and MicroPython for developing practical projects. BBC Micro:bit in Practice will help you gain a holistic understanding of the BBC Micro:bit platform and MicroPython programming, guiding you through mini projects aimed at developing practic
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【预订】Hands-on Machine Learning with Python: Implement Neural 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781484279205 Author 作者 Ashwin Pajankar Format 版本 平装-胶订 Pages Number 页数 356页 Publisher 出版社 Apress Publication Date 出版日期 2022-05-14 Product Dimensions 商品尺寸 10.00 x 7.00 x 0.74 Shipping Weight 商品重量 1.36 Language 语种 其它(含多语) Book Contents 内容简介 Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit/learn for machine learning, and Pytorch for deep learning with Python. It also serves as a long/term reference manual for the practitioners who will find solutions to commonly occurring scenarios. The book is divided into three sections. The first section introduces you to number crunching and data analysis to
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【预订】Hands-on Matplotlib 9781484274095 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781484274095 Author 作者 Ashwin Pajankar Format 版本 平装-胶订 Pages Number 页数 390页 Publisher 出版社 Apress Publication Date 出版日期 2021-12-02 Language 语种 其它(含多语) Book Contents 内容简介 Learn the core aspects of NumPy, Matplotlib, and Pandas, and use them to write programs with Python 3. This book focuses heavily on various data visualization techniques and will help you acquire expert-level knowledge of working with Matplotlib, a MATLAB-style plotting library for Python programming language that provides an object-oriented API for embedding plots into applications. You’ll begin with an introduction to Python 3 and the scientific Python ecosystem. Next, you’ll explore NumPy and ndarray data structures, creation routines, and data visualization. You’ll examine useful concepts related to style sheets, legends, and layouts, followed by line, b
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海外直订Transforming University Education: A Manifesto 变革大学教育:宣言
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预订 Python Unit Test Automation: Practical Techniques for Pyt 【全球购】进口原版图书,约5-8周到达国内后发出
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Product Details 基本信息 ISBN-13 书号 9781350084674 Author 作者 Paul Ashwin Format 版本 精装 Pages Number 页数 432页 Publisher 出版社 Bloomsbury Academic Publication Date 出版日期 2020-02-20 Language 语种 英语 Book Contents 内容简介 Reflective Teaching in Higher Education is the definitive textbook for those wanting to excel at teaching in the sector. Informed by the latest research in this area, the book offers extensive support for those at the start of an academic career and career-long professionalism for those teaching in higher education. Written by an international collaborative author team of experts led by Paul Ashwin, Reflective Teaching in Higher Education offers two levels of support: - practical guidance for day-to-day teaching, covering key issues such as strategies for improving learning, teaching and assessment, curriculum design, relationships, communication, and inclusion - evidence-in
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Product Details 基本信息 ISBN-13 书号 9781484260852 Author 作者 Pajankar Ashwin Format 版本 平装-胶订 Pages Number 页数 173页 Publisher 出版社 Apress Publication Date 出版日期 2020-09-15 Product Dimensions 商品尺寸 9.2 x 6.1 x 0.4 cm Shipping Weight 商品重量 610g Language 语种 英语 Book Contents 内容简介 Get a quick start to learn, understand, and apply GNU Octave using a math- and programming-friendly approach. This book focuses on an end-to-end track to teach mathematical programming, data science, signal processing, and image processing with GNU Octave.GNU Octave by Example starts with an introduction to GNU Octave, a free and open-source alternative to MATLAB. Next, it explains the processes to install GNU Octave on popular operating systems such as Windows, Ubuntu, Raspberry Pi, and other platforms. Further, it covers hands-on exercises with GNU Octave exploring the basic funct
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Product Details 基本信息 ISBN-13 书号 9781498721042 Author 作者 Nataraj Venkataramanan and Ashwin Shriram Format 版本 精装 Pages Number 页数 232页 Publication Date 出版日期 2016-08-19 Language 语种 英语 Book Contents 内容简介 This book provides a complete reference for personal data identification, classification, anonymization, and usage in various application contexts. Privacy principles in the book guide practitioners to create an anonymization design specific for each data type and application. Examples drawn from healthcare, banking, financial services, and retail demonstrate how these principles can lead to effective practice and result in a compliant business that respects customer privacy.
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【预订】Caffe2 Quick Start Guide 9781789137750 美国库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781789137750 Author 作者 Ashwin Nanjappa Format 版本 平装-胶订 Pages Number 页数 136页 Publisher 出版社 Packt Publishing Publication Date 出版日期 2019-05-03 Product Dimensions 商品尺寸 9.2 x 7.5 x 0.2 cm Shipping Weight 商品重量 540g Language 语种 英语 Book Contents 内容简介 Data scientists and machine learning engineers who wish to create fast and scalable deep learning models in Caffe2 will find this book to be very useful. Some understanding of the basic machine learning concepts and prior exposure to programming languages like C++ and Python will be useful.
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海外直订Proceedings of the Sixteenth Annual Conference of the Co
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【预订】Analysing Teaching-Learning Interactions in Higher Educa 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781441191809 Author 作者 Paul Ashwin Format 版本 平装-胶订 Pages Number 页数 176页 Publisher 出版社 Continuum Publication Date 出版日期 2012-02-23 Product Dimensions 商品尺寸 9.1 x 6.1 x 0.5 cm Shipping Weight 商品重量 600g Language 语种 英语 Book Contents 内容简介 A thorough investigation of the research, development, policy and practice of teaching and learning in Higher Education.
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【预订】Reflective Teaching in Higher Education 9781350084667 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781350084667 Author 作者 Paul Ashwin Format 版本 平装-胶订 Pages Number 页数 432页 Publisher 出版社 Bloomsbury Academic Publication Date 出版日期 2020-02-20 Language 语种 英语 Book Contents 内容简介 Reflective Teaching in Higher Education is the definitive textbook for those wanting to excel at teaching in the sector. Informed by the latest research in this area, the book offers extensive support for those at the start of an academic career and career-long professionalism for those teaching in higher education. Written by an international collaborative author team of experts led by Paul Ashwin, Reflective Teaching in Higher Education offers two levels of support: - practical guidance for day-to-day teaching, covering key issues such as strategies for improving learning, teaching and assessment, curriculum design, relationships, communication, and inclusion - evid
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海外直订The Night Marchers and Other Oceanian Tales 夜行者和其他大洋洲故事
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【预订】Raspberry Pi Image Processing Programming 9781484227305 美国库房发货,通常付款后3-5周到货!
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海外直订Changing Higher Education: The Development of Learning a
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【预订】Build and Code Creative Robots with LEGO BOOST 978180107 国外库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781801075572 Author 作者 Ashwin Shah Format 版本 平装-胶订 Pages Number 页数 428页 Publisher 出版社 Packt Publishing Publication Date 出版日期 2021-10-08 Language 语种 其它(含多语) Book Contents 内容简介 LEGO Boost is a feature-rich creative toolbox that helps kids to develop science, technology, engineering, and mathematics (STEM) skills in a fun way. The LEGO Boost kit consists of motors, sensors, and more than 840 LEGO pieces to bring various multifunctional robots to life. This book will take you on an interesting and enjoyable journey where you will have fun building robots while developing your problem-solving and logical thinking skills.This book is an end-to-end guide that will take you from a beginner to expert level of robot building with LEGO Boost and Scratch. Starting with the unboxing and a brief introduction to LEGO Boost, you’ll quickly get
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海外直订Foundations of Reinforcement Learning with Appli... 强化学习
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