Python Data Science Handbook

本書以Python 3.5爲編程環境，從基本的程序設計思想入手，逐步展開Python語言教學，是一本面向廣大編程學習者的程序設計類圖書。全書共分兩篇：基礎篇主要講解Python的基礎語法知識、控制語句、函數與模塊、文件、面向對象程序設計、Tkinter圖形界面設計、Python數據庫應用、網絡編程和多綫程、Python操作XML文件等知識。

How we understand and define qualitative data is changing, with implications not only for the techniques of data analysis, but also how data are collected. New devices, technologies and online spaces

The easy way to learn programming fundamentals with Python Python is a remarkably powerful and dynamic programming language that's used in a wide variety of application domains. Some of its key distin

Spark for Data Professionals introduces and solidifies the concepts behind Spark 2.x, teaching working developers, architects, and data professionals exactly how to build practical Spark solutions. Je

本書內容由淺入深，覆蓋了絕大部分Python基礎方面的知識，體系性較強，每個章節都基於各知識點編寫了相應的Python程序實例，注重讀者編程能力的培養。這是一本定位於Python3入門的書籍，適合沒有Python編程基礎，但是又想學習Python的讀者使用。

This book introduces optics through the use of simulations, namely, Python. Students, researchers, and engineers will be able to use Python simulations to better understand the basic concepts of optic

有限元是當今工程分析中應用最廣泛的數值計算方法。本書以結構分析為主題，介紹了基於Python的有限元分析開源框架（被作者命名為Feon）的搭建過程和擴展方法。本書分為5章，主要內容包括Python、Numpy（Python著名的矩陣運算包）和Matplotlib（Python著名的二維繪圖包）簡介，Feon的框架及結構分析子包Feon.sa（structural analysis）的搭建過程，Fe

Handbook on the Physics and Chemistry of Rare Earths: Including Actinides, Volume 52, is a continuous series of books covering all aspects of rare earth science, including chemistry, life sciences, ma

本書以Python 3.5.x為主，同時兼容Python 3.4.x，並考慮了Python 3.6.x的部分新特性，重點介紹Python基本語法以及常用內置對象和標準庫對象的用法。主要內容包括Python開發環境，Python基本數據類型、運算符與內置函數，常用的選擇結構語法和應用，for循環與while循環，列表、元組、字典、集合和字符串等常用序列結構，函數基本用法，面向對象程序設計，解析算法、

This revision of Manning's popular The Quick Python Book offers a clear, crisp introduction to the elegant Python programming language and its famously easy-to-read syntax. After exploring Python's sy

Computer scientists and engineers introduce semantic computing from the perspectives of understanding semantics, data science, data integration, and applications. Among their topics are methods and

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 applic

Students in social science courses communicate, socialize, shop, learn, and work online. When they are asked to collect data for course projects they are often drawn to social media platforms and othe

本書以零基礎講解為宗旨，用實例引導讀者深入學習，採取“基礎知識→核心技術→高級應用→項目開發實戰”的講解模式，深入淺出地講解Python的各項技術及實戰技能。 本書第1篇基礎知識主要講解揭開Python 神秘面紗、基礎語法、列表、元組、字典、字符串操作、流程控制和函數等；第2篇核心技術主要講解對象與類、程序調試和異常處理、模塊與類庫、迭代器、操作文件的方法、圖形用戶界面和流行的Python開發工具等；第3篇高級應用主要講解Python的高級技術、數據庫的應用技術、網絡編程的應用、腳本程序設計和網頁資料的處理方法等；第4篇項目開發實戰主要講解開發學生信息管理系統、開發網絡聊天室系統和開發網絡數據分析系統。本書贈送了9大超值的王牌資源，包括本書實例源代碼、教學幻燈片、本書精品教學視頻、16大經典Python項目源碼、Python錯誤代碼表速查手冊、Python 2.X和Python 3.x版本的區別速查手冊、Python 標準庫速查手冊、Python開發常見問題解決方案、Python工程師面試常見面試題等。 本書適合任何想學習Python編程語言的人員，無論您是否從事計算機相關行業，是否接觸過Python語言，通過學習均可快速掌握Python在項目開發中的知識和技巧。

本書介紹了使用Python語言進行程序設計的方法及其應用。全書共14章，分為三部分。第一部分為基礎篇（第1～5章），主要介紹Python的基礎語法，包括Python語言的概述，Python的基本數據類型、變量、運算符、表達式等概念，三種程序的基本控制結構，函數，列表、元組、集合與字典四種簡單數據結構。第二部分為進階篇（第6～10章），主要介紹Python的一些高級特性和功能，包括模塊和包的使用，字

"This book addresses the challenges associated with data analysis through providing guidance in data retrieval and analysis and examples of high-quality research making use of these data sets. It incl

The programming landscape of natural language processing has changed dramatically in the past few years. Machine learning approaches now require mature tools like Python’s scikit-learn to apply

For courses in Python ProgrammingIntroduces Python programming with an emphasis on problem-solvingNow in its Third Edition, Practice of Computing Using Python continues to introduce both majors and no

This book presents the findings of a survey that analyzes a unique set of data in science and technolog and provides a clear and simple synthesis of heterogeneous databases on the gender gap in the ST

This handbook addresses the educational uses of mindfulness in schools. It summarizes the state of the science and describes current and emerging applications and challenges throughout the field. It e

Handbook on the Physics and Chemistry of Rare Earths: Including Actinides, Volume 51, is a continuous series of books covering all aspects of rare earth science, including chemistry, life sciences, ma

全書共13章，面向Python 3.5.x、Python 3.6.x和Python 3.7.x，重點關注Python內置物件和標準庫物件的高級應用以及比較前沿的一些新技術，偶爾涉及一點擴展庫用法

The best survey of cognitive linguistics available, this Handbook provides a thorough explanation of its rich methodology, key results, and interdisciplinary context. With in-depth coverage of the research questions, basic concepts, and various theoretical approaches, the Handbook addresses newly emerging subfields and shows their contribution to the discipline. The Handbook introduces fields of study that have become central to cognitive linguistics, such as conceptual mappings and construction grammar. It explains all the main areas of linguistic analysis traditionally expected in a full linguistics framework, and includes fields of study such as language acquisition, sociolinguistics, diachronic studies, and corpus linguistics. Setting linguistic facts within the context of many other disciplines, the Handbook will be welcomed by researchers and students in a broad range of disciplines, including linguistics, cognitive science, neuroscience, gesture studies, computational linguistic

In programming courses, using the different syntax of multiple languages, such as C plus plus, Java, PHP, and Python, for the same abstraction often confuses students new to computer science. Introduc

本書共分五個章節，分別是電腦科學、Python面向物件程式設計、常用演算法思想及其程式實現、Python資料分析和Python擴展應用。不僅涵蓋了Python設計的基礎知識，還列舉了幾種常用的經典演算法，最後從大資料分析和擴展應用兩個方向介紹了Python語言的強大之處。此外，在每個小節的最後，還設置了上機實踐、課堂練習、閱讀材料等板塊，適合中學生的學習以及課程開設。本書還提供線上網路課程，通過M

本教程集教材、練習冊、上機指導於一體，基於Windows 10和Python 3.5.2構建Python開發平臺，闡述Python語言的基礎知識，以及使用Python語言的實際開發應用實例，具體內容包括：Python概述、Python語言基礎、程式流程控制、常用內置資料類型、系列資料類型、輸入和輸出、錯誤和異常處理、函數、類和物件、模組和用戶端、演算法與資料結構基礎、圖形用戶介面、圖形繪製、數值日

For advanced students of network data science, this compact account covers both well-established methodology and the theory of models recently introduced in the graphical model literature. It focuses on the discrete case where all variables involved are categorical and, in this context, it achieves a unified presentation of classical and recent results.

The Python Standard Library for Python 3.x contains hundreds of exceptionally useful modules, all extensively tested and ready to jump-start your application development. The Python Standard Library b

Using fun graphics and easy-to-follow instructions, Coding Projects in Python is a straightforward, visual guide that shows young learners how to build their own computer projects using Python, an eas

Transform marketing strategy, data, and decisions for the digital age Moment Marketing is a marketing handbook for the digital age. For years, we believed that the monumental amounts of data being col

本書分為三大部分，其中第1~4章是Python基礎，這個部分會介紹閱讀本書所必須掌握的Python知識。第5~7章是講解Python直接提供的資料處理工具，這些工具包括一些易用的資料結構、標準庫和第三方工具。第8~12章是一些實際的案例，將會涉及Python主要擅長的幾個領域。後的三個附錄分別介紹了關於Python的一些擴展知識。

Drawing on global data and analysis conducted between 1995 and 2015 with 300 firms, the authors explain how science and technology-enabled innovation can be turned into commercial products and ser

Discover best practices for data analysis and software development in R and start on the path to becoming a fully-fledged data scientist. This book teaches you techniques for both data manipulation an

Gain a fundamental understanding of Python’s syntax and features with the third edition ofBeginning Python, an up–to–date introduction and practical reference. Covering a wide array of Python–related programming topics, including addressing language internals, database integration, network programming, and web services, you’ll be guided by sound development principles. Ten accompanying projects will ensure you can get your hands dirty in no time.Updated to reflect the latest in Python programming paradigms and several of the most crucial features found in latest Python 3. Advanced topics such as extending Python and packaging/distributing Python applications, are also covered.

This detailed handbook covers different chromatographic analysis techniques and chromatographic data for compounds found in air, water, and soil, and sludge. The new edition outlines developments rele

全書共分16章，對Python內部工作原理進行了一定深度的剖析，99%以上的案例代碼使用Python 3.5.1實現，也適用於Python 3.4.x（除少數幾個新特性之外）和最新版本Python 3.5.2以及Python 3.6.0，極個別案例使用Python 2.7.11實現（同樣適用於其他版本Python 2.7.x，包括最新的Python2.7.12），適當介紹了Python代碼優化、系

The Handbook of Psychophysiology has been the authoritative resource for more than a quarter of a century. Since the third edition was published a decade ago, the field of psychophysiological science has seen significant advances, both in traditional measures such as electroencephalography, event-related brain potentials, and cardiovascular assessments, and in novel approaches and methods in behavioural epigenetics, neuroimaging, psychoneuroimmunology, psychoneuroendocrinology, neuropsychology, behavioural genetics, connectivity analyses, and non-contact sensors. At the same time, a thoroughgoing interdisciplinary focus has emerged as essential to scientific progress. Emphasizing the need for multiple measures, careful experimental design, and logical inference, the fourth edition of the Handbook provides updated and expanded coverage of approaches, methods, and analyses in the field. With state-of-the-art reviews of research in topical areas such as stress, emotion, development, langu

This textbook on practical data analytics unites fundamental principles, algorithms, and data. Algorithms are the keystone of data analytics and the focal point of this textbook. Clear and intuitive e

The Cambridge Handbook of Morphology describes the diversity of morphological phenomena in the world's languages, surveying the methodologies by which these phenomena are investigated and the theoretical interpretations that have been proposed to explain them. The Handbook provides morphologists with a comprehensive account of the interlocking issues and hypotheses that drive research in morphology; for linguists generally, it presents current thought on the interface of morphology with other grammatical components and on the significance of morphology for understanding language change and the psychology of language; for students of linguistics, it is a guide to the present-day landscape of morphological science and to the advances that have brought it to its current state; and for readers in other fields (psychology, philosophy, computer science, and others), it reveals just how much we know about systematic relations of form to content in a language's words - and how much we have yet

本書以Python 為樣本，不僅介紹了編程的基本概念，還著重講解了編程語言的範式（面向過程、面向物件、面向函數），並把編程語言的範式糅在Python 中，讓讀者不僅學會Python，未來在學習其他編程語言時也變得更加容易。