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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【预订】GNU Octave by Example 9781484260852 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 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 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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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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【正版】炎症性肠病营养管理手册 董卫国、刘占举 (美)阿斯温·N·阿南塔克里什南(Ashwin N.Ananthakri 正版现货,可开发票
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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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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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图书信息 书号: 9783319268880 作者: Ashwin N Ananthakrishnan 装帧: 精装 页数: 237页 出版社: Springer International Publishing 尺寸: 0.9 x 0.6 x 0.1 cm 出版日期: 2016-03-10 重量: 1g 语种: 其它(含多语)
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【预订】Data Privacy 9781498721042 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 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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