Python Data Science Handbook

Leverage the cloud into competitive advantage through optimized customer experience Culture–Data–Design looks at customer experience through the lens of the cloud to bring you a cutting-edge handbook

Integrating Python with Leading Computer Forensic Platforms takes a definitive look at how and why the integration of Python advances the field of digital forensics. In addition, the book includes pra

A good data scientist knows how to do something really well, but a great data scientist can do "something of everything." From raw data all the way to shining in front of C-level executives,

The Hitchhiker's Guide to Python takes the journeyman Pythonista to true expertise. More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old,

Go from messy, unstructured artifacts stored in SQL and NoSQL databases to a neat, well-organized dataset with this quick reference for the busy data scientist. Understand text mining, machine learnin

International contributors in computer science, information technology, data science, software engineering, and cloud and grid computing reveal the latest research, development, practice, and applicat

Formal semantics - the scientific study of meaning in natural language - is one of the most fundamental and long-established areas of linguistics. This Handbook offers a comprehensive, yet compact guide to the field, bringing together research from a wide range of world-leading experts. Chapters include coverage of the historical context and foundation of contemporary formal semantics, a survey of the variety of formal/logical approaches to linguistic meaning and an overview of the major areas of research within current semantic theory, broadly conceived. The Handbook also explores the interfaces between semantics and neighbouring disciplines, including research in cognition and computation. This work will be essential reading for students and researchers working in linguistics, philosophy, psychology and computer science.

In the fourth DATA Set adventure, the DATA Set race to deprogram an army of robots before they take over Newtonberg Elementary School.One morning, Mrs. Bell, the science teacher, challenges the studen

Social media sites generate massive volumes of natural language data that are available for social science research. But social scientists have struggled to take advantage of "big data", and

The rapidly growing field of computational social choice, at the intersection of computer science and economics, deals with the computational aspects of collective decision making. This handbook, written by thirty-six prominent members of the computational social choice community, covers the field comprehensively. Chapters devoted to each of the field's major themes offer detailed introductions. Topics include voting theory (such as the computational complexity of winner determination and manipulation in elections), fair allocation (such as algorithms for dividing divisible and indivisible goods), coalition formation (such as matching and hedonic games), and many more. Graduate students, researchers, and professionals in computer science, economics, mathematics, political science, and philosophy will benefit from this accessible and self-contained book.

English historical linguistics is a subfield of linguistics which has developed theories and methods for exploring the history of the English language. This Handbook provides an account of state-of-the-art research on this history. It offers an in-depth survey of materials, methods, and language-theoretical models used to study the long diachrony of English. The frameworks covered include corpus linguistics, historical sociolinguistics, historical pragmatics and manuscript studies, among others. The chapters, by leading experts, examine the interplay of language theory and empirical data throughout, critically assessing the work in the field. Of particular importance are the diverse data sources which have become increasingly available in electronic form, allowing the discipline to develop in new directions. The Handbook offers access to the rich and many-faceted spectrum of work in English historical linguistics, past and present, and will be useful for researchers and students intere

The essential e-learning design manual, updated with the latest research, design principles, and examplese-Learning and the Science of Instruction is the ultimate handbook for evidence-based e-learnin

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 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

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

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

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.

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

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

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

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

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