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Introduction to International Relations provides a concise & engaging introduction to the principal international relations theories & uniquely explores how theory can be used to analyse contemporary issues Readers are introduced to the most important theories encompassing both classical & contemporary approaches & debates Throughout the text the authors encourage readers to consider the strengths & weaknesses of the theories presented & the major points of contention between them In so doing the text helps the reader to build a clear understanding of how major theoretical debates link up with each other & how the structure of the discipline of international relations is established Jackson & Sorensen place a strong emphasis throughout on the relationship between theory & practice carefully explaining how theories organise & shape our view of the world A chapter is dedicated to key global issues & how theory can be used as a tool to analyse & interpret these issues The text is accompanied by an Online Resource Centre which

Includes::
Student resources Reinforce understanding of chapters' key themes through short case studies Test understanding & practice for exams using review questions Explore different theoretical debates through a series of annotated web links Test understanding of key terminology through the flashcard glossary Lecturer resources Encourage debate & critical thinking with new seminar resources including group debate activities Download boxes from the text for use in presentations or exams

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346 pages 100 Illustrations black & white Stamp Mark (Department of Computer Science San Jose State University) ...
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Machine learning has become an integral part of many commercial applications & research projects but this field is not exclusive to large companies with extensive research teams If you use Python even as a beginner this book will teach you practical ways to build your own machine learning solutions With all the data available today machine learning applications are limited only by your imagination You'll learn the steps necessary to create a successful machine-learning application with Python & the scikit-learn library Authors Andreas Muller & Sarah Guido focus on the practical aspects of using machine learning algorithms rather than the math behind them Familiarity with the Num Py & matplotlib libraries will help you get even more from this book With this book you'll learn Fundamental concepts & applications of machine learning Advantages & shortcomings of widely used machine learning algorithms How to represent data processed by machine learning including which data aspects to focus on Advanced methods for model evaluation & parameter tuning The concept of pipelines for chaining models & encapsulating your workflow Methods for working with text data including text-specific processing techniques Suggestions for improving your machine learning & data science skills ...
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This highly practical guide to cloth doll making is aimed at those who are new to doll making as well as more experienced needlecrafters Jan's beautiful dolls are exquisitely made yet by breaking the process down into easy-to-follow steps they become surprisingly easy to achieve Full of character & life Jan's dolls are made using a wide range of colourful fabrics trims ribbons & buttons & are ideal for using up scraps & oddments of materials There are clear step-by-step instructions for making hands feet & faces together with diagrams where needed & useful templates for all the body pieces are supplied at the back of the book With three different projects to choose from & three alternative designs using different colour schemes & materials this book provides the means to make your own gorgeous doll whatever your ability & gives ideas & inspiration for many more ...
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Cryptography is ubiquitous & plays a key role in ensuring data secrecy & integrity as well as in securing computer systems more broadly Introduction to Modern Cryptography provides a rigorous yet accessible treatment of this fascinating subject The authors introduce the core principles of modern cryptography with an emphasis on formal definitions clear assumptions & rigorous proofs of security The book begins by focusing on private-key cryptography including an extensive treatment of private-key encryption message authentication codes & hash functions The authors also present design principles for widely used stream ciphers & block ciphers including RC4 DES & AES plus provide provable constructions of stream ciphers & block ciphers from lower-level primitives The second half of the book covers public-key cryptography beginning with a self-contained introduction to the number theory needed to understand the RSA Diffie-Hellman & El Gamal cryptosystems (and others) followed by a thorough treatment of several standardized public-key encryption & digital signature schemes Integrating a more practical perspective without sacrificing rigor this widely anticipated Second Edition offers enhanced treatment of Stream ciphers & block ciphers including modes of operation & design principles Authenticated encryption & secure communication sessions Hash functions including hash-function applications & design principles Attacks on poorly implemented cryptography including attacks on chained-CBC encryption padding-oracle attacks & timing attacks The random-oracle model & its application to several standardized widely used public-key encryption & signature schemes Elliptic-curve cryptography & associated standards such as DSAECDSA & DHIESECIES Containing updated exercises & worked examples Introduction to Modern Cryptography Second Edition can serve as a textbook for undergraduate- or graduate-level courses in cryptography a valuable reference for researchers & practitioners or a general introduction suitable for self-study ...
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Introduction To Marine Biogeochemistry

Introduction to Marine Biogeochemistry focuses on the ocean's role in the biogeochemical cycling of selected elements and the impact of humans on the cycling of these elements Among the topics covered are the chemical composition of seawater from the perspectives of elemental speciation and the impacts of solutes on water's physical behavior; biogeochemical phenomena which control accumulation and preservation of marine sediments; marine chemistry of radioactive and stable isotopes; and seawater pollution The book contains many examples as well as steady-state models to aid readers in understanding this growing and complex science
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Introduction to Marine Biogeochemistry focuses on the ocean's role in the biogeochemical cycling of selected elements & the impact of humans on the cycling of these elements Among the topics covered are the chemical composition of seawater from the perspectives of elemental speciation & the impacts of solutes on water's physical behavior; biogeochemical phenomena which control accumulation & preservation of marine sediments; marine chemistry of radioactive & stable isotopes; & seawater pollution The book contains many examples as well as steady-state models to aid readers in understanding this growing & complex science

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water - A chemical substance. Chemical formula H2O.
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