Python Data Science Handbook

本書首先從Python的安裝開始，隨後介紹了Python的基礎知識和基本概念，包括清單、元組、字串、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、反覆運算器。此後探討了如何將Python與資料庫、網路、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程式測試、打包、發佈等知識。最後，作者結合前面講述的內容，按照實際專案開發的

Serving as a practical handbook about ADMET for drug therapy, this book presents effective technologies, methods, applications, data interpretation, and decision-making tactics for pharmaceutical and

A campaigning handbook, a thrilling work of popular science, and a call to arms for doctors, researchers and patients from Britain's finest writer on the science behind medicine. Statins are the singl

UHMWPE Biomaterials Handbook, Third Edition, describes the science, development, properties, and application of ultra-high molecular weight polyethylene (UHMWPE) used in artificial joints. UHMWPE is n

Python is a computer programming language that is rapidly gaining popularity throughout the sciences.A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself eno

Python is a computer programming language that is rapidly gaining popularity throughout the sciences.A Student's Guide to Python for Physical Modeling aims to help you, the student, teach yourself eno

The amount of data in our world has been exploding, and analyzing large data sets—so called big data—will become a key basis of competition in business. Statisticians and researchers will be updating

Field Methods in Marine Science: From Measurements to Models is an authoritative guide of the methods most appropriate for field research within the marine sciences, from experimental design to data a

The amount of data in our world has been exploding, and analyzing large data sets—so called big data—will become a key basis of competition in business. Statisticians and researchers will be updating

Introduction to Computational Models with Python explains how to implement computational models using the flexible and easy-to-use Python programming language. The book uses the Python programming lan

《Python程序設計》共兩篇17章，介紹Python數據類型、控制結構、正則表達式、類與函數設計、文件操作、異常處理與程序調試等內容。第二篇通過大量案例介紹Python在GUI編程、圖形圖像編程、音樂編程與語音識別、科學計算可視化、網絡編程、逆向工程與軟件分析、大數據處理、Windows系統編程等方面的應用。 《Python程序設計》可以作為計算機科學與技術、數字媒體技術、軟件工程、網絡工程、信

This first volume to analyze the science of meetings offers a unique perspective on an integral part of contemporary work life. More than just a tool for improving individual and organizational effectiveness and well-being, meetings provide a window into the very essence of organizations and employees' experiences with the organization. The average employee attends at least three meetings per week and managers spend the majority of their time in meetings. Meetings can raise individuals, teams, and organizations to tremendous levels of achievement. However, they can also undermine effectiveness and well-being. The Cambridge Handbook of Meeting Science assembles leading authors in industrial and organizational psychology, management, marketing, organizational behavior, anthropology, sociology, and communication to explore the meeting itself, including pre-meeting activities and post-meeting activities. It provides a comprehensive overview of research in the field and will serve as an inv

In the era of "big data," science is increasingly information driven, and the potential for computers to store, manage, and integrate massive amounts of data has given rise to such n

If you are a programmer who wants to get started with data mining, then this book is for you.

Supercharge options analytics and hedging using the power of PythonDerivatives Analytics with Python shows you how to implement market-consistent valuation and hedging approaches using advanced financ

Python 是一種物件導向的解釋型語言，物件導向是其非常重要的特性。本書通過Python 的資料結構、語法、設計模式，從簡單到複雜，從初級到高級，一步步通過例子來展示了Python 中物件導向的概念和原則。本書不是Python 的入門書籍，適合具有Python 基礎經驗的開發人員閱讀。如果你擁有其他物件導向語言的經驗，你會更容易理解本書的內容。

Many Python developers are curious about what machine learning is and how it can be concretely applied to solve issues faced in businesses handling medium to large amount of data.Machine Learning with

Beginning Python Games Development, Second Edition teaches you how to create compelling games using Python and the PyGame games development library. It will teach you how to create visuals, do event h

If you're a Python developer or a system administrator with Python experience and you're looking to take your first steps in network programming, then this book is for you. Basic knowledge of Python i

How can Twitter data be used to study individual-level human behavior and social interaction on a global scale? This book introduces readers to the methods, opportunities, and challenges of using Twitter data to analyze phenomena ranging from the number of people infected by the flu, to national elections, to tomorrow's stock prices. Each chapter, written by leading domain experts in clear and accessible language, takes the reader to the forefront of the newly emerging field of computational social science. An introductory chapter on Twitter data analysis provides an overview of key tools and skills, and gives pointers on how to get started, while the case studies demonstrate shortcomings, limitations, and pitfalls of Twitter data as well as its advantages. The book will be an excellent resource for social science students and researchers wanting to explore the use of online data.

How can Twitter data be used to study individual-level human behavior and social interaction on a global scale? This book introduces readers to the methods, opportunities, and challenges of using Twitter data to analyze phenomena ranging from the number of people infected by the flu, to national elections, to tomorrow's stock prices. Each chapter, written by leading domain experts in clear and accessible language, takes the reader to the forefront of the newly emerging field of computational social science. An introductory chapter on Twitter data analysis provides an overview of key tools and skills, and gives pointers on how to get started, while the case studies demonstrate shortcomings, limitations, and pitfalls of Twitter data as well as its advantages. The book will be an excellent resource for social science students and researchers wanting to explore the use of online data.

Quantification methodology of categorical data is a popular topic in many branches of science. Most books, however, are either too advanced for those who need it, or too elementary to gain insight int

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

A practical guide for today’s chief data officers to define and manage data governance programsThe relatively new role of chief data officer (CDO) has been created to address the issue of managing a c

With over sixty-five hands-on art, science, and outside play activity ideas for creating engaging environments both at home and in early childhood and school-age care programs,The Ooey GooeyR Handbook

In Doing Math with Python you'll learn to how to use the Python programming language as a tool to delve into math concepts. Python is easy to learn, and it's perfect for exploring topics like statisti

The New Industry Standard in Business Valuation Reference Materials2015 Valuation Handbook ? Guide to Cost of Capital provides the key annual valuation data previously published in (i) the now discont

Python是目前最流行的動態指令碼語言之一。本書由淺入深，全面、系統地介紹了使用Python進行開發的各種知識和技巧。本書內容包括Python環境的安裝和配置、Python的基本語法、模組和函數、內置資料結構、字串和檔的處理、規則運算式的使用、異常的捕獲和處理、物件導向的語言特性和設計、Python的資料庫程式設計、TkinterGUI庫的使用、HTML應用、XML應用、Django網頁開發框架

It's easy to start writing code with Python: that's why the language is so immensely popular. However, Python has unique strengths, charms, and expressivity that can be hard to grasp at first -- as we

The Handbook of Photonics third volume addresses photonics technology and application. It discusses communication networks, data buffers, defense and security applications, detectors, fiber optics and

Python is a powerful programming language that's fun to play around with. Getting to know Python isn't just about hammering syntax into your brain—it's about discovering new tools to explore whatever

本書主要針對電腦基礎比較薄弱的Python語言初學者，力圖使用通俗易懂和深入淺出的語言風格闡述Python的基本概念。在對Python建立基本概念的前提下，循序漸進地引導讀者學習Python版本的選擇、不同平臺下Python開發環境的搭建、Python基本的語法，並最終使讀者可以利用Python實現一些簡單的應用開發。本書主要適用於沒有Python基礎的初學者，包括但不限於具有硬體背景的工程師、非

If you are a Python programmer or a security researcher who has basic knowledge of Python programming and want to learn about penetration testing with the help of Python, this book is ideal for you. E

This book is for Python programmers with an intermediate background and an interest in design patterns implemented in idiomatic Python. Programmers of other languages who are interested in Python can

This textbook explains the concepts and techniques required to write programs that can handle large amounts of data efficiently. Project-oriented and classroom-tested, the book presents a number of im

A Python Primer for ArcGIS® Workbook I (1 of 3) The automation of geoprocessing tasks is a common practice among GIS professionals. Python is the standard programming language for ArcGIS and other fie

The contributed volume aims to explicate and address the difficulties and challenges for the seamless integration of two core disciplines of computer science, i.e., computational intelligence and data

If you are a data analyst who has a firm grip on some advanced data analysis techniques and wants to learn how to leverage the features of R, this is the book for you. You should have some basic knowl

This comprehensive volume presents data describing the role of oxidative stress in anterior eye disease. The content is divided into three logical parts: basic science of the cornea, basic science of

A guide to completing Python projects for those ready to take their skills to the next levelPython Projects is the ultimate resource for the Python programmer with basic skills who is ready to move be