Python Data Science Handbook

本書是高等學校Python基礎課程的教材。全書由7個單元組成。第1單元介紹Python的基本知識，內容包括Python的特點、數據對象、變量、輸入輸出等，使讀者對Python有一個初步瞭解；第2單元為Python程序結構，內容包括選擇結構、循環結構、函數、模塊、異常處理等；第3單元為容器，內容包括序列容器、無序容器、迭代器、生成器與推導表達式；第4單元為面向類的程序設計，內容包括類與對象、類與對象

內 容 簡 介 本書從實戰角度系統講解了Python核心知識點以及Python在Web開發、數據分析、網絡爬蟲、桌面應用等領域的各種開發實踐。本書用超過5萬行的代碼及大量的實戰案例完美演繹了Python在各個領域的出色表現，每一個案例都有詳細的實現步驟，帶領讀者由淺入深系統掌握Python語言的核心及Python全棧開發技能。本書共分六篇，各篇內容如下： Python基礎知識篇（第1章～第10

本書從Python 3.6.4的安裝開始，詳細講解了Python從簡單程序延伸到Python網絡爬蟲的全過程。本書從實戰出發，根據不同的需求選取不同的爬蟲，有針對性地講解了幾種Python網絡爬蟲。 本書共10章，涵蓋的內容有Python3.6語言的基本語法、Python常用IDE的使用、Python第三方模塊的導入使用、Python爬蟲常用模塊、Scrapy爬蟲、Beautiful Soup爬蟲、Mechanize模擬瀏覽器和Selenium模擬瀏覽器、Pyspider爬蟲框架、爬蟲與反爬蟲。本書所有源代碼已上傳網盤供讀者下載。 本書內容豐富，實例典型，實用性強。適合Python網絡爬蟲初學者、Python數據分析與挖掘技術初學者，以及高等院校和培訓學校相關專業的師生閱讀。

This comprehensive textbook teaches the fundamentals of database design, modeling, systems, data storage, and the evolving world of data warehousing, governance and more. Written by experienced educators and experts in big data, analytics, data quality, and data integration, it provides an up-to-date approach to database management. This full-color, illustrated text has a balanced theory-practice focus, covering essential topics, from established database technologies to recent trends, like Big Data, NoSQL, and more. Fundamental concepts are supported by real-world examples, query and code walkthroughs, and figures, making it perfect for introductory courses for advanced undergraduates and graduate students in information systems or computer science. These examples are further supported by an online playground with multiple learning environments, including MySQL, MongoDB, Neo4j Cypher, and tree structure visualization. This combined learning approach connects key concepts throughout th

本書包括Python程序設計的方方面面，首先從Python的安裝開始，隨後介紹了Python的基礎知識和基本概念，包括列表、元組、字符串、字典以及各種語句。然後循序漸進地介紹了一些相對高級的主題，包括抽象、異常、魔法方法、屬性、迭代器。此後探討了如何將Python與數據庫、網絡、C語言等工具結合使用，從而發揮出Python的強大功能，同時介紹了Python程序測試、打包、發佈等知識。結尾，作者結合

This handbook summarizes the data and techniques for hypofractionation and stereotactic radiation in a clinically-accessible way. Hypofractionated radiation therapy, which consists of larger-dose radi

This book introduces the concepts, applications and development of data science in the telecommunications industry by focusing on advanced machine learning and data mining methodologies in the wireles

Build a core level of competency in SQL so you can recognize the parts of queries and write simple SQL statements. SQL knowledge is essential for anyone involved in programming, data science, and data

Impractical Python is a collection of fun and educational projects designed to entertain programmers while enhancing their Python skills. It picks up where the complete beginner books leave off, expan

這是一本非常有趣的Python入門學習書，它用一個個冒險串聯起Python基礎知識的各個環節，跟隨本書的每一個冒險進行閱讀和實踐，就如同玩遊戲一樣通關，你便學會了Python的相關技能，包括Python的安裝、創建第一個程式、學習if聲明和while迴圈的使用方法、使用Turtle圖形函數畫圖、創建按鈕和文字方塊、設計第一個遊戲、添加更多的動畫和音樂效果等。本書適合Python的初學者閱讀，書後的

Python是一種簡單易學，功能強大的編程語言，它有高效率的高層數據結構，特別適用于快速的應用程序開發。全書共分為15章，主要內容包括Python簡介、Python環境搭建、Python基礎語法、函數、模塊、文件操作、異常處理、面向對象編程、正則表達式、Python GUI編程、Python多線程與多進程編程、Python訪問數據庫、Python Socket網絡編程、Python Web編程以及

Python是一門簡單易學、功能強大的編程語言，擁有高效的高層數據結構，特別適用于快速應用程序開發。《Python程序設計基礎教程》共分為16章，主要內容包括：Python簡介、Python環境搭建、函數、模塊、文件操作、字符串與正則表達式、面向對象編程、異常處理、Python基本概念、Python控制結構、Python多線程與多進程編程、使用Python進行GUI開發、使用Python進行數據管

本書是Python用戶的一本百科式學習指南，由Python社區數百名成員協作奉獻。全書內容分為三大部分。第一部分是關於如何配置使用Python編輯工具的；第二部分深入學習地道Python風格的代碼範例；第三部分研究Python社區常用的一些代碼庫。本書適合有一定Python基礎的人員學習，幫助你迅速從小工修煉成專家，編寫出高質量的代碼！

《基於Python的大數據分析基礎及實戰》是一本介紹如何用Python 3.6進行數據處理和分析的學習指南。其主要內容包括：Python語言基礎、數據處理、數據分析、數據可視化，以及利用Python對數據庫的操作、自建Python應用庫的共享發佈等。 《基於Python的大數據分析基礎及實戰》分3個部分：第1部分為基礎知識，第2部分為實戰案例，第3部分為拓展與延伸。

Python是當前金融行業的主流編程語言，金融機構特別是量化投資領域大量使用Python進行數據分析以及投資策略測試、實盤交易等。財經類院校基本上沒有開設Python編程這門課，主要還是Excel、R等。 本書主要包括三部分： 介紹金融領域內的前沿科技，主要是大數據、雲計算、人工智能等；二是Python數據分析篇，主要介紹Python編程基礎，Pandas數據分析以及網絡爬蟲；三是量化投資篇，

本書以Python為背景講述程式設計，用示例強化理解、條分縷析Python工作原理，給出了經驗總結及其語言特性的緣由和技巧。內容包括Python程式設計基礎知識、如何獨立程式設計、程式片段的功能及來由、創建實用和可重用代碼、物件導向程式設計等。

There continues to be a vigorous public debate in our society about the status of climate science. Much of the skepticism voiced in this debate suffers from a lack of understanding of how the science works - in particular the complex interdisciplinary scientific modeling activities such as those which are at the heart of climate science. In this book Eric Winsberg shows clearly and accessibly how philosophy of science can contribute to our understanding of climate science, and how it can also shape climate policy debates and provide a starting point for research. Covering a wide range of topics including the nature of scientific data, modeling, and simulation, his book provides a detailed guide for those willing to look beyond ideological proclamations, and enriches our understanding of how climate science relates to important concepts such as chaos, unpredictability, and the extent of what we know.

There continues to be a vigorous public debate in our society about the status of climate science. Much of the skepticism voiced in this debate suffers from a lack of understanding of how the science works - in particular the complex interdisciplinary scientific modeling activities such as those which are at the heart of climate science. In this book Eric Winsberg shows clearly and accessibly how philosophy of science can contribute to our understanding of climate science, and how it can also shape climate policy debates and provide a starting point for research. Covering a wide range of topics including the nature of scientific data, modeling, and simulation, his book provides a detailed guide for those willing to look beyond ideological proclamations, and enriches our understanding of how climate science relates to important concepts such as chaos, unpredictability, and the extent of what we know.

Data structure refers to the assimilation of data in a way so that it can be used efficiently. The important types of data structures are the record, the array, the table, the file, the tree, the clas

Program a graphical adventure game in this hands-on, beginner-friendly introduction to coding in the Python language.Launch into coding with Mission: Python, a space-themed guide to building a complet

This book examines the increasing popularity of online citizen science projects arising from developments in ICT and rapid improvements in data storage and generation. As these new technologies allow

本書對Python程序設計的教學內容進行了系統化設計，形成了具有3個學習階段（Python基礎語法、Python面向對象程序設計和Python高級應用）、14個單元和2條主線（理論知識主線和編程任務主線）的體系結構。 本書內容翔實，結構合理，語言精練，表述清晰，實用性強，易於自學，主要內容包括搭建環境和運行Python應用程序、Python基本語法、Python流程控制、列表與元組、函數與模塊

作為一種高 級程序設計語言，Python憑藉其簡潔、易讀及可擴展性日漸成為程序設計領域備受推崇的語言。同時，Python語言的數據分析功能也逐漸為大眾所認可。本書是一本介紹如何用Python進行數據分析的學習指南。全書共12章，從Python程序庫入門、NumPy數組、matplotlib和pandas開始，陸續介紹了數據加工、數據處理和數據可視化等內容。同時，本書還介紹了信號處理、數據庫、文本分析、機器學習、互操作性和性能優化等高 級主題。在本書的結尾，還採用3個附錄的形式為讀者補充了一些重要概念、常用函數以及在線資源等重要內容。本書示例豐富、簡單易懂，非常適合對Python語言感興趣或者想要使用Python語言進行數據分析的讀者參考閱讀。

There is growing interest in Israel's political system from all parts of the world. This Handbook provides a unique comprehensive presentation of political life in Israel from the formative pre-state period to the present. The themes covered include: political heritage and the unresolved issues that have been left to fester; the institutional framework (the Knesset, government, judiciary, presidency, the state comptroller and commissions of inquiry); citizens' political participation (elections, political parties, civil society and the media); the four issues that have bedevilled Israeli democracy since its establishment (security, state and religion, the status of Israel's Arab citizens and economic inequities with concomitant social gaps); and the contours of the political culture and its impact on Israel's democracy. The authors skilfully integrate detailed basic data with an analysis of structures and processes, making the Handbook accessible to both experts and those with a genera

Market research in business is changing. Questionnaire Design, fourth edition, delivers a complete handbook for the mounting challenge of acquiring more data in less time, generating an entire rethink

We perceive color everywhere and on everything that we encounter in daily life. Color science has progressed to the point where a great deal is known about the mechanics, evolution, and development of color vision, but less is known about the relation between color vision and psychology. However, color psychology is now a burgeoning, exciting area and this Handbook provides comprehensive coverage of emerging theory and research. Top scholars in the field provide rigorous overviews of work on color categorization, color symbolism and association, color preference, reciprocal relations between color perception and psychological functioning, and variations and deficiencies in color perception. The Handbook of Color Psychology seeks to facilitate cross-fertilization among researchers, both within and across disciplines and areas of research, and is an essential resource for anyone interested in color psychology in both theoretical and applied areas of study.

A Concise Introduction to Programming in Python, Second Edition provides a hands-on and accessible introduction to writing software in Python, with no prior programming experience required.The Second

A Concise Introduction to Programming in Python, Second Edition provides a hands-on and accessible introduction to writing software in Python, with no prior programming experience required.The Second

本書主要講解如何利用Python進行量化投資，包括對數據的獲取、整理、分析挖掘、信號構建、策略構建、回測、策略分析等。本書也是利用Python進行數據分析的指南，有大量的關於數據處理分析的應用，並將重點介紹如何高效地利用Python解決投資策略問題。本書分為Python基礎和量化投資兩大部分：Python基礎部分主要講解Python軟件的基礎、各個重要模塊及如何解決常見的數據分析問題；量化投資部分

A unique mix of delicious bitters recipes and botanical science for a fresh take on an increasingly popular topic.Botany at the Bar is a bitter-making handbook with a beautiful, botanical difference--

本書是國家職業教育軟件技術專業教學資源庫配套教材，從Python的基本語法開始，由淺入深、循序漸進地引導讀者使用Python進行程序設計，主要內容包括：Python的環境搭建與基本程序結構，Python的條件、循環、異常等程序語句，函數與模塊，常用的數據類型，面向對象編程，文件操作，數據庫操作，網絡編程以及實用的綜合案例。

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。

The book ‘Data Intensive Computing Applications for Big Data’ discusses the technical concepts of big data, data intensive computing through machine learning, soft computing and parallel computing par

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

This textbook provides a clear, concise, and comprehensive introduction to methodological issues encountered by the various social science disciplines. It emphasizes applications, with detailed examples, so that readers can put these methods to work in their research. Within a unified framework, John Gerring and Dino Christenson integrate a variety of methods - descriptive and causal, observational and experimental, qualitative and quantitative. The text covers a wide range of topics including research design, data-gathering techniques, statistics, theoretical frameworks, and social science writing. It is designed both for those attempting to make sense of social science, as well as those aiming to conduct original research. The text is accompanied by online practice questions, exercises, examples, and additional resources, including related readings and websites. An essential resource for undergraduate and postgraduate programs in communications, criminal justice, economics, business,