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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Python人工智能与机器学习（套装全5册) 一套五册经典，解释人工智能和机器学习的落地应用场景。助力数据科学家、机器学习工程师以及Python软件工程师迅速掌握新技能。
信用卡公司如何检测欺诈行为？ 航空公司如何通过机器学习对喷气发动机进行预测性维护？ 自动驾驶汽车如何看周围的世界？ 谷歌翻译如何把文字翻译为另一种语言？ 面部识别系统如何工作？ 作者抽丝剥茧，在运用机器学习和人工智能来解决这些问题的过程中，抽离出更有利于读者理解和掌握的知识要点，旨在帮助读者放下畏难情绪，最终自己动手构建一个类似更智能的系统或者以更智能的方式使用现有的系统，将人工智能集成到工业场景下的应用中。 作者在全球很多公司和研究机构讲授人工智能和机器学习课程，《机器学习与人工智能实战：基于业务场景的工程应用》用到了课程中使用的例子和插图，全部经过实证，没有可怕的算法或者公式，可以帮助工程师和软件开发人员快速入门。更值得一提的是，书中还包含了很多实操案例。 NumPy、Pandas、Matplotlib
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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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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】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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Product Details 基本信息 ISBN-13 书号 9781484278536 Author 作者 Ashwin Pajankar Format 版本 平装-胶订 Pages Number 页数 140页 Publisher 出版社 Apress Publication Date 出版日期 2021-12-30 Language 语种 其它（含多语） Book Contents 内容简介 Learn how to automate unit tests of Python 3 with automation libraries, such as doctest, unittest, nose, nose2, pytest, and selenium. This book explores important concepts in software test automation and demonstrates how to automate, organize, and execute unit tests with Python. It also introduces readers to the concepts of web browser automation and logging.This new edition starts with an introduction to Python 3. Next, it covers doctest and pydoc. This is followed by a discussion on unittest, a framework that comes packaged with Python 3 itself. There is a dedicated section on creating test suites, followed by an explanation of how nose2 provides automatic test
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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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【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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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 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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