Python Data Science Handbook

For courses in Python Programming Introduces Python programming with an emphasis on problem-solvingNow in its Third Edition, Practice of Computing Using Pythoncontinues to effectively introduce

本書通過闡述Python語言的基礎知識，以及使用Python語言的實際開發應用實例，來介紹如何使用電腦進行問題求解。豐富的例子和習題展示了在真實世界中是如何使用電腦的。目前Python在軟體產業中已經成為最廣泛使用的程式設計語言之一，對於初學者，Python也是理解電腦程式開發的理想工具。

This book goese beyond revenue management topics and presents a broad range of topics in management science applications as they relate to hospitality and tourism cases. It covers data analytics, e-co

Leverage the power of Python design patterns to solve real-world problems in software architecture and designAbout This BookUnderstand the structural, creational, and behavioral Python design patterns

The book provides a concise introduction into inverse modeling, i.e the theory and methods of inverse problems and data assimilation.Inverse problems are widely spread today in science and technology,

This guide addresses ethical issues in psychological and social science research, focusing on issues that arise after data has been collected. It examines ethical and legal issues that precede conduct

Presents science experiments involving sound, including instructions, explanations, and data for each.

Presents science experiments involving stars, including instructions, explanations, and data for each.

Presents science experiments involving color and light, including instructions, explanations, and data for each.

Presents science experiments involving animals, including instructions, explanations, and data for each.

Presents science experiments involving light, including instructions, explanations, and data for each.

Usually we think of coding as something only trained experts and scientists can handle, but not any more thanks to programs like Python. First developed in 1991, Python uses lines of code, letters, an

This fine book shows you how to build fun, cool arcade games using the Python programming language and the PyGame framework, a Python-based game application development engine. Use Python and Py

Data mapping in a data warehouse is the process of creating a link between two distinct data models’ (source and target) tables/attributes. Data mapping is required at many stages of DW life-cycle to

This handbook covers Electronic Medical Record (EMR) systems, which enable the storage, management, and sharing of massive amounts of demographic, diagnosis, medication, and genomic information. It pr

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.

Could all or part of our taken-as-established scientific conclusions, theories, experimental data, ontological commitments, and so forth, have been significantly different?Science as It Could Have Bee

Occupational Neurology a volume in the Handbook of Clinical Neurology Series,provides a comprehensive overview of the science, clinical diagnosis, and treatment for neurotoxin related neurological and

A step-by-step guide to data mining applications in CRMFollowing a handbook approach, this book bridges the gap between analytics and their use in everyday marketing, providing guidance on solving rea

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

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

Interest in data has been growing in recent years. Support for this peculiar class of digital information – its use, preservation and curation, and how to support researchers’ production and consumpti

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

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.

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