Python Data Science Handbook

This guide offers a rapid introduction to Python programming to anyone with no experience in programming, taking a careful and methodical approach to presenting the features available and their use fo

《Python程序設計》從程序設計基本概念出發，由淺入深、循序漸進地講述Python程序設計的基本概念和基本方法。本書內容包括Python編程基礎、流程控制結構、字符串與正則表達式、典型數據結構、函數與模塊、面向對象編程、文件操作、圖形用戶界面設計、圖形繪製以及數據庫操作。《Python程序設計》堅持以就業為導向、以能力為本位的原則，突出實用性、適用性和先進性，結構合理、論述準確、內容翔實，注意知

This book presents lecture materials from the Third LOFAR Data School, transformed into a coherent and complete reference book describing the LOFAR design, along with descriptions of primary science c

We live in an information economy, a vast archive of data ever at our fingertips. In the pages of science fiction, powerful entities—governments and corporations—seek to use this archive to control so

Move from zero knowledge of programming to comfortably writing small to medium-sized programs in Python. Fully updated for Python 3, with code and examples throughout, the book explains Python coding

這不是一本常規意義上Python的入門書。這本書中沒有Python關鍵字和for迴圈的使用，也沒有細緻入微的標準庫介紹，而是完全從實戰的角度出發，對構建一個完整的Python應用所需掌握的知識進行了系統而完整的介紹。更為難得的是，本書的作者是開源專案OpenStack的PTL（項目技術負責人）之一，因此本書結合了Python在OpenStack中的應用進行講解，非常具有實戰指導意義。 本書從如何開

《Python從入門到精通》從初學者角度出發，通過通俗易懂的語言、豐富多彩的實例，詳細介紹了使用Python進行程序開發應該掌握的各方面技術。全書共分22章，包括初識Python、Python語言基礎、運算符與表達式、流程控制語句、列表與元組、字典與集合、字符串、Python中使用正則表達式、函數、面向對象程序設計、模塊、異常處理及程序調試、文件及目錄操作、操作數據庫、GUI界面編程、Pygame

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。

本書專門針對Python新手量身編寫，涵蓋Python 3實際開發的重要知識點，內容包括：Python語言的類型和對象、操作符和表達式、編程結構和控制流、函數、序列、多線程、正則表達式、面向對象編程、文件操作、網絡編程、郵件收發、數據庫操作等，提供Python爬蟲、自然語言處理、區塊鏈項目範例，各章還安排了調試、問題解答、溫故知新、牛刀小試等內容，以幫助讀者學會處理程序異常、解答學習困惑、鞏固知識、學以致用。 本書還開發了配套小程序學習課件，課件中涵蓋視頻教學、代碼示例、資源包、擴展知識、習題、PPT、FAQ、作業8大主題，大幅擴展了本書知識體系，可幫助讀者輕鬆快速地掌握Python編程技能。 本書技術先進、示例豐富、代碼可讀性及可操作性強，非常適合Python初學者和轉型到Python開發的程序員使用，也可作為Python網課、培訓機構及大專院校的教學用書。

This Handbook provides a compendium of research methods that are essential for studying interaction and communication across the behavioral sciences. Focusing on coding of verbal and nonverbal behavior and interaction, the Handbook is organized into five parts. Part I provides an introduction and historic overview of the field. Part II presents areas in which interaction analysis is used, such as relationship research, group research, and nonverbal research. Part III focuses on development, validation, and concrete application of interaction coding schemes. Part IV presents relevant data analysis methods and statistics. Part V contains systematic descriptions of established and novel coding schemes, which allows quick comparison across instruments. Researchers can apply this methodology to their own interaction data and learn how to evaluate and select coding schemes and conduct interaction analysis. This is an essential reference for all who study communication in teams and groups.

This Handbook provides a compendium of research methods that are essential for studying interaction and communication across the behavioral sciences. Focusing on coding of verbal and nonverbal behavior and interaction, the Handbook is organized into five parts. Part I provides an introduction and historic overview of the field. Part II presents areas in which interaction analysis is used, such as relationship research, group research, and nonverbal research. Part III focuses on development, validation, and concrete application of interaction coding schemes. Part IV presents relevant data analysis methods and statistics. Part V contains systematic descriptions of established and novel coding schemes, which allows quick comparison across instruments. Researchers can apply this methodology to their own interaction data and learn how to evaluate and select coding schemes and conduct interaction analysis. This is an essential reference for all who study communication in teams and groups.

Python in easy steps, 2nd edition instructs you how to program in the powerful Python language, giving complete examples that illustrate each aspect with colourized source code.Python in easy steps,

The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated f

This handbook brings together contributors from the United States, Australasia and Europe who use theoretical insights and empirical data to examine current practices as well as possible future direct

《Python程序設計基礎與應用》是一本系統介紹Python程序開發與應用的教程。本書共15章，主要包括Python編程基礎(1～11章)和Python開發應用(12～15章)兩部分內容，編程基礎部分通過眾多案例對Python程序設計的概念加以解釋，開發應用部分介紹了tkinter編程、網絡爬蟲、數據分析和數據可視化4個方面的Python核心應用。本書全部代碼適用於Python 3.5、Pytho

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

Handbook on the Physics and Chemistry of Rare Earths: Including Actinides, Volume 53, is a continuous series covering all aspects of rare earth science, including chemistry, life sciences, materials s

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！

"The general theme of this book is to encourage the use of relevant methodology in data mining which is or could be applied to the interplay of education, statistics and computer science to solve psyc

《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

This compact open access reference delves beyond popular concepts of educated consumers and an informed public by examining the science behind deliberative engagement. Using data from four longitudina