A self-contained introduction to probability, exchangeability and Bayes’ rule provides a theoretical understanding of the applied material.
Numerous examples with R-code that can be run "as-is" allow the reader to perform the data analyses themselves.
The development of Monte Carlo and Markov chain Monte Carlo methods in the context of data analysis examples provides motivation for these computational methods.
Modern cryptology has been described as the science of the integrity of information, covering all aspects like confidentiality, authenticity and non-repudiation and also including the protocols required for achieving these aims. In both theory and practice it requires notions and constructions from three major disciplines: computer science, electronic engineering and mathematics. Within mathematics, group theory, the theory of finite fields, and elementary number theory as well as some topics not normally covered in courses in algebra, such as the theory of Boolean functions and Shannon theory, are involved.Although essentially self-contained, a degree of mathematical maturity on the part of the reader is assumed, corresponding to his or her background in computer science or engineering. Algebra for Cryptologists is a textbook for an introductory course in cryptography or an upper undergraduate course in algebra, or for self-study in preparation for postgraduate study in cryptology.
Designed for advanced undergraduate and graduate students, this text invites its audience to take a fresh look at previously learned material through the prism of tensor calculus. Once the framework is mastered, the student is introduced to new material which includes differential geometry on manifolds, shape optimization, boundary perturbation and dynamic fluid film equations.
The language of tensors, originally championed by Einstein, is as fundamental as the languages of calculus and linear algebra and is one that every technical scientist ought to speak. The tensor technique, invented at the turn of the 20th century, is now considered classical. Yet, as the author shows, it remains remarkably vital and relevant. The author’s skilled lecturing capabilities are evident by the inclusion of insightful examples and a plethora of exercises. A great deal of material is devoted to the geometric fundamentals, the mechanics of change of variables, the proper use of the tensor notation and the discussion of the interplay between algebra and geometry. The early chapters have many words and few equations. The definition of a tensor comes only in Chapter 6 – when the reader is ready for it. While this text maintains a consistent level of rigor, it takes great care to avoid formalizing the subject.
The last part of the textbook is devoted to the Calculus of Moving Surfaces. It is the first textbook exposition of this important technique and is one of the gems of this text. A number of exciting applications of the calculus are presented including shape optimization, boundary perturbation of boundary value problems and dynamic fluid film equations developed by the author in recent years. Furthermore, the moving surfaces framework is used to offer new derivations of classical results such as the geodesic equation and the celebrated Gauss-Bonnet theorem.
"This book covers many interesting topics not usually covered in a present day undergraduate course, as well as certain basic topics such as the development of the calculus and the solution of polynomial equations. The fact that the topics are introduced in their historical contexts will enable students to better appreciate and understand the mathematical ideas involved...If one constructs a list of topics central to a history course, then they would closely resemble those chosen here."
(David Parrott, Australian Mathematical Society)
"The book...is presented in a lively style without unnecessary detail. It is very stimulating and will be appreciated not only by students. Much attention is paid to problems and to the development of mathematics before the end of the nineteenth century... This book brings to the non-specialist interested in mathematics many interesting results. It can be recommended for seminars and will be enjoyed by the broad mathematical community."
(European Mathematical Society)
"Since Stillwell treats many topics, most mathematicians will learn a lot from this book as well as they will find pleasant and rather clear expositions of custom materials. The book is accessible to students that have already experienced calculus, algebra and geometry and will give them a good account of how the different branches of mathematics interact."
(Denis Bonheure, Bulletin of the Belgian Society)
This third edition includes new chapters on simple groups and combinatorics, and new sections on several topics, including the Poincare conjecture. The book has also been enriched by added exercises.
* Intertwined discussion of linear algebra and geometry, giving readers a solid understanding of both topics and the relationship between them
* Each section starts with a concise overview of important concepts in results, followed by a selection of fully-solved problems
* Example-driven exposition
* Over 500 problems (roughly half include complete solutions) that are carefully selected for instructive appeal, elegance, and theoretical importance
* Two or more solutions provided to many of the problems; paired solutions range from step-by-step, elementary methods whose purpose is to strengthen basic comprehension to more sophisticated, powerful proofs to challenge advanced readers
* Appendices with review material on complex variables
Ideal as an introduction to linear algebra, the extensive exercises and well-chosen applications also make this text suitable for advanced courses at the junior or senior undergraduate level. Furthermore, it can serve as a colorful supplementary problem book, reference, or self-study manual for professional scientists and mathematicians. Complete with bibliography and index, "Essential Linear Algebra" is a natural bridge between pure and applied mathematics and the natural and social sciences, appropriate for any student or researcher who needs a strong footing in the theory, problem-solving, and model-building that are the subject’s hallmark.
The old sections devoted to the smile issue in the LIBOR market model have been enlarged into several new chapters. New sections on local-volatility dynamics, and on stochastic volatility models have been added, with a thorough treatment of the recently developed uncertain-volatility approach. Examples of calibrations to real market data are now considered.
The fast-growing interest for hybrid products has led to new chapters. A special focus here is devoted to the pricing of inflation-linked derivatives.
The three final new chapters of this second edition are devoted to credit. Since Credit Derivatives are increasingly fundamental, and since in the reduced-form modeling framework much of the technique involved is analogous to interest-rate modeling, Credit Derivatives -- mostly Credit Default Swaps (CDS), CDS Options and Constant Maturity CDS - are discussed, building on the basic short rate-models and market models introduced earlier for the default-free market. Counterparty risk in interest rate payoff valuation is also considered, motivated by the recent Basel II framework developments.
This book is open access under a CC BY license.
It offers a thorough explanation of how computer networks function, how they can be involved in crimes, and how they can be used as a source of evidence. In particular, it addresses the abuse of computer networks as well as privacy and security issues on computer networks.
This updated edition is organized into five parts. Part 1 is about digital forensics and covers topics ranging from the use of digital evidence in the courtroom to cybercrime law. Part 2 explores topics such as how digital investigations are conducted, handling a digital crime scene, and investigative reconstruction with digital evidence. Part 3 deals with apprehending offenders, whereas Part 4 focuses on the use of computers in digital investigation. The book concludes with Part 5, which includes the application of forensic science to networks.
New to this edition are updated information on dedicated to networked Windows, Unix, and Macintosh computers, as well as Personal Digital Assistants; coverage of developments in related technology and tools; updated language for search warrant and coverage of legal developments in the US impacting computer forensics; and discussion of legislation from other countries to provide international scope. There are detailed case examples that demonstrate key concepts and give students a practical/applied understanding of the topics, along with ancillary materials that include an Instructor's Manual and PowerPoint slides.
This book will prove valuable to computer forensic students and professionals, lawyers, law enforcement, and government agencies (IRS, FBI, CIA, CCIPS, etc.).Named The 2011 Best Digital Forensics Book by InfoSec ReviewsProvides a thorough explanation of how computers & networks function, how they can be involved in crimes, and how they can be used as evidence Features coverage of the abuse of computer networks and privacy and security issues on computer networks
Users will gain knowledge on how to identify evidence and how to properly address it for specific cases, including challenges to the methods of analysis and to the qualifications of persons who would testify about this evidence.
This book is intended to provide digital forensics professionals, legal professionals and others with an interest in this field the information needed to understand what each type of evidence means, where it comes from, how it is analyzed and presented, and how it is used in various types of civil and criminal litigation. Relevant case law are included, or referred to, as appropriate throughout this book to give the reader an understanding of the legal history of this type of evidence and how it is being addressed by various state and federal courts.Presents the most current and leading edge information on cell phone location evidence, including how cell phone location works, and how evidence is used and presented in courtCovers tactics on how to locate cell phones and cell phone recordsProvides the first book to take an in-depth look at cell phone location evidence for digital forensics, legal and law enforcement professionalsIncludes a companion website with full-color illustrations of cell phone evidence and how cell phones work
The revised Third Edition has been thoroughly updated to reflect the latest MBE formats and presents 75 brand new original questions.
Features:more than 1100 multiple-choice questions and answers―over 140 questions for each topic every question written in the Multistate Bar Exam style and complies with the latest MBE formats questions are unavailable anywhere else―author-generated but are not released exam questions Strategies & Tactics—Playing the MBE Game to Win, an in-depth guide on handling MBE and MBE-style multiple-choice questions detailed answers that explain the correct choice and why the others are incorrect complete 200-question MBE-style practice exam
The revised Third Edition presents:
75 brand new original questions
With prior edition in wide use as a primary text in criminal justice, law, criminology, and behavioral science programs around the world, Criminal Profiling, Fourth Edition remains essential for students and professionals alike.Outlines the scientific principles and practice standards of BEA-oriented criminal profiling, with an emphasis on applying theory to real casesContributing authors from law enforcement, academic, mental health and forensic science communities provide a balance perspectiveComplete glossary of key terms Companion Web site includes all appendices from previous volumes and figure collection at http://www.elsevierdirect.com/companions/9780123852434Manual Web site provides an instructor’s manual for each chapter, powerpoint slideshows, and case reports from Brent Turvey’s work
• history of Islam and politics and an overview of key concepts
• how political Islam interacts with the nation-state and the global economy
• a wide variety of global case studies
• profiles of key movements and individuals
Fully illustrated throughout, featuring maps, a glossary and suggestions for further reading, this is the ideal introduction to the crucial role of political Islam in the contemporary world.
Fully updated and significantly expanded, this new Second Edition:
Reflects the proliferation of technological capability, miniaturization, and demand for aerial intelligence in a post-9/11 world Presents the latest major commercial uses of UASs and unmanned aerial vehicles (UAVs) Enhances its coverage with greater depth and support for more advanced coursework Provides material appropriate for introductory UAS coursework in both aviation and aerospace engineering programs
Introduction to Unmanned Aircraft Systems, Second Editioncapitalizes on the expertise of contributing authors to instill a practical, up-to-date understanding of what it takes to safely operate UASs in the National Airspace System (NAS). Complete with end-of-chapter discussion questions, this book makes an ideal textbook for a first course in UAS operations.
Introduction to Political Theory relates political ideas to political realities through effective use of examples and case studies making theory lively, contentious and relevant.
This updated third edition comes with significant revisions which reflect the latest questions facing political theory, such as the French burqa controversy, ethnic nationalism and the value of research from sociobiology. Accompanying these debates is a wealth of new and thought-provoking case studies for discussion, including (consensual) sadomasochism, affirmative action and same-sex marriage. A new chapter on difference has also been added to complement those on feminism and multiculturalism.
The revised glossary, revamped website for further reading and new streamlined layout make Introduction to Political Theory third edition the perfect accompaniment to undergraduate study.
The C++ Programming Language, Fourth Edition, delivers meticulous, richly explained, and integrated coverage of the entire language—its facilities, abstraction mechanisms, standard libraries, and key design techniques. Throughout, Stroustrup presents concise, “pure C++11” examples, which have been carefully crafted to clarify both usage and program design. To promote deeper understanding, the author provides extensive cross-references, both within the book and to the ISO standard.
New C++11 coverage includesSupport for concurrency Regular expressions, resource management pointers, random numbers, and improved containers General and uniform initialization, simplified for-statements, move semantics, and Unicode support Lambdas, general constant expressions, control over class defaults, variadic templates, template aliases, and user-defined literals Compatibility issues
Topics addressed in this comprehensive book includeBasic facilities: type, object, scope, storage, computation fundamentals, and more Modularity, as supported by namespaces, source files, and exception handling C++ abstraction, including classes, class hierarchies, and templates in support of a synthesis of traditional programming, object-oriented programming, and generic programming Standard Library: containers, algorithms, iterators, utilities, strings, stream I/O, locales, numerics, and more The C++ basic memory model, in depth
This fourth edition makes C++11 thoroughly accessible to programmers moving from C++98 or other languages, while introducing insights and techniques that even cutting-edge C++11 programmers will find indispensable.
This book features an enhanced, layflat binding, which allows the book to stay open more easily when placed on a flat surface. This special binding method—noticeable by a small space inside the spine—also increases durability.
This is the first descriptive grammar of Kotiria (Wanano), a member of the Tukanoan language family spoken in the Vaupes River basin of Colombia and Brazil in the northwest Amazon rain forest. The Kotirias have lived in this remote region for more than seven hundred years and participate in the complex Vaupes social system characterized by longstanding linguistic and cultural interaction. The Kotirias remained relatively isolated from the dominant societies until the early part of the twentieth century, when the region began to experience increasing outside influence leading to processes of rapid social and linguistic change. Today the Kotirias number only about sixteen hundred people and their language, though still used in traditional communities, is rapidly becoming endangered.
Kristine Stenzel draws on eight years of intensive work with the Kotirias to promote, record, and revitalize their language. Working with dozens of native speakers and drawing on numerous oral narratives and written texts, this book is the first comprehensive study of this endangered language and one of the few reference grammars of this language family.
The Meta-Programming System (MPS) is a new kind of tool called a Language Workbench that makes it easier and more fun to write programs. With traditional programming, it is common to choose one programming language to solve a problem and being limited by this choice. When working with MPS you can use and combine different languages to solve a problem. You can also create simple languages (e.g., Domain Specific Languages) or extend existing ones when the languages available do not exactly meet the evolving needs of the problem at hand. The languages that you create with MPS will integrate nicely with languages developed by others.
MPS is open-source and can be obtained from http://jetbrains.com/mps (or http://github.com/JetBrains/MPS/).
As modestly described by the authors in the Preface to the First Edition, this "is not an introductory programming manual; it assumes some familiarity with basic programming concepts like variables, assignment statements, loops, and functions. Nonetheless, a novice programmer should be able to read along and pick up the language, although access to a more knowledgeable colleague will help."
Written by Robert Biswas-Diener, a respected researcher, psychologist, life and organizational coach, and expert in positive psychology, Practicing Positive Psychology Coaching presents a wide range of practical interventions and tools you can put to use right away in your coaching practice.
Each intervention is clearly outlined and, where appropriate, illustrated by case studies from organizational and life coaching. Providing unique assessments that can be used to evaluate client resources and goals, this practical guide introduces tools unique to this book that every professional can use in their practice, including:Findings from new research on goal commitment strategies, motivation, growth-mindset theory, and goal revision A decision tree for working specifically with Snyder's Hope Theory in the coaching context An easy-to-use assessment of "positive diagnosis," which measures client strengths, values, positive orientation toward the future, and satisfaction Measures of self-esteem, optimism, happiness, personal strengths, motivation, and creativity Guidance for leading clients through organizational and common life transitions including layoffs, leadership changes, university graduation, middle age, and retirement Filled with reflective exercises for use in your own personal and professional development, Practicing Positive Psychology Coaching also includes guidance and recommendations for marketing a positive psychology coaching practice.
Contributing authors offer clear implications for applied practice and each section is summarized by contributions from a 'Performers Panel' of experts who provide real-life practical examples. Performance psychology is applied to a wide variety of physical performance domains which enables practitioners to see how they can combine ideas and tailor interventions, to people and contexts, to produce effective applications of psychology.
Dave Collins is Professor of Performance and Coaching/Director for the Institute of Coaching and Performance at the University of Central Lancashire. As a practitioner, he has worked with over 50 World and Olympic medalists, and in professional performance domains spanning sport, business, motor sport, music, dance and adventure. He was formerly Performance Director of UK Athletics, a rugby player, martial artist and OE instructor. Dave currently works with the Chelsea FC Football Academy, amongst other consultancies.
Angela Button is a researcher at the University of Otago and is widely acknowledged as a world expert on talent. Angela has led funded research projects in talent development in the UK and New Zealand. Her sporting interests include squash, running and triathlon.
Hugh Richards lectures and is Director of post-graduate programmes in Performance Psychology at the University of Edinburgh. He has published in the areas of coping, talent, individual differences and professional development related to sport, the military and music. Hugh has applied psychology to professional performers from international level sport to business. He currently works with the UK Motor Sport Association, international performer development schemes and has been advisor to the BBC on learning and performance.Strong links between theory and practice - a panel of top performers conclude each section with an overview, providing real-life practical examples in addition to the case studies included in each chapter.Holistic approach allows students to see how they can combine different approaches to address a problem.Written by a team of international contributors including national team coaches, sports psychologists and academics.
Written by Joan E. Pynes—a noted expert in public administration—this authoritative work shows how strategic human resources management is essential for managing change in an increasingly complex environment. The bookIncludes new material on workplace violence and employee discipline Reviews updates on the legal environment of HRM Contains suggestions for managing a diverse workforce Offers a wealth of revised tables and exhibits Updates the most recent developments in collective bargaining in the public and nonprofit sectors Outlines the most current approaches to recruitment and selection Presents an overview of recent information on compensation and benefits Gives an update of the technological advances used for strategic human resources management Provides examples of HRM policies from other countries
The book also includes an enhanced instructor's guide with examination questions, PowerPoint® slides, experiential exercises, and video vignettes that are coordinated with chapters in the book.
The most comprehensive book of its kind, The Talent Management Handbook has become the go-to resource for HR professionals, CEOs, and business leaders who want to take the lead in building a diverse, talented, and motivated workforce. Each section of this book offers state-of-the-art processes, step-by-step practical management tools and techniques, and up-to-the-minute resources that will equip you to:Discover and develop new talent Inspire, coach, and train future leaders Reward and retain the best people Plan and realize a culture of organizational excellence
Featuring breakthroughs and "best practices" from more than 30 leading global talent management firms-- Accenture, Center for Creative Leadership, Hay Group, Heidrick and Struggles, Human Capital Institute, Korn/Ferry International, Mercer, PricewaterhouseCoopers, Right Management, Sibson Consulting, Towers Watson, and others--The Talent Management Handbook is a complete, all-in-one program designed to help you place the best people in the most critical jobs to assemble the building blocks of organizational excellence and create value--one person at a time.
Based on years of research, hundreds of global consultations, and the stellar contributions of top industry leaders, The Talent Management Handbook is the most authoritative guide on the market for finding and utilizing the best people. Now in its second edition, this book includes the most innovative ideas and the latest tools, processes, and technologies available to help you launch a complete, fully functioning talent management program that will drive you and your workforce to the top.
Filled with key insights from renowned HR thought leaders and CEOs, The Talent Management Handbook shows you how to:Attract new talent and keep the "Superkeepers" Design career plans that boost employee morale and support organization needs Improve performance through a personal value exchange Coach, develop, and inspire raw talent and prepare the CEOs of the future See positive results with smarter performance reviews Create a culture of innovation and sustainability
In these pages there is a wealth of information on a wide range of subjects, including employee compensation, onboarding, leadership competencies, and engagement programs. Discover firsthand how top HR thought leaders like Dave Ulrich, Marshall Goldsmith, Richard Boyatzis, Marc Effron, Beverly Kaye, Andy Pellant, William Rothwell, William Schiemann, Doris Sims, Allan Schweyer, Kay Thorne, and Kevin Wilde have achieved amazing results. And learn how expanding global markets are affecting the development of talent and teams all across the world.
It takes a top-notch workforce to make a company succeed. This definitive guide gives you all you need to enable your organization's people to do their best.
Major changes to this edition include new chapters based on the very latest research on:Planning for integrated marketing communications and digital marketing Developing multichannel strategy Developing the CRM plan Marketing effectiveness and accountability
Marketing Plans is designed as a tool and a user-friendly learning, resource. Every point illustrated by powerful practical examples and made actionable through simple, step-by-step templates and exercises.
The book is established as essential reading for all serious professional marketers and students of marketing, from undergraduate and postgraduate to professional courses for bodies such as CIM. Above all it provides a practical, hands-on guide to implementing every single concept included in the text.
"It is clearly and powerfully written and is probably the best book on the theory and practice of marketing planning ever written. It is a best-seller in Europe and I strongly recommend the book to anyone with an interest in marketing planning."
—Warren J. Keegan, Professor of International Business and Marketing Director, Institute for Global Business Strategy, Pace University, New York
"I am extremely impressed by the step lucidity of what is presented."
—Dr D. H. Eaton, North Carolina University
"A book reaching the quantities sold of Marketing Plans must be a book that is really used. It is not difficult to see why. Malcolm McDonald writes about what to do in marketing and how to do it. Unlike many academic marketing writers, he will never let you forget that marketing ends with –ing."
—Kenneth Simmonds, Professor of Marketing and International Business, London Business School
"Malcolm McDonald is clearly one of the most respected Professors of Marketing in Europe and the author of a number of outstanding books. The fact that Marketing Plans has been such a massive seller offers testimony of this. McDonald writes with clarity and insight that is becoming increasingly rare today. It is powerful, up to date and has proved that it works. I recommend it to you!"
—John D. Ryans, Jr, Bridgestone Professor of International and Professor of International Marketing, Kent State University, Ohio
How does their life experience inform their learning processes?
These were the questions at the heart of Malcolm Knowles’s pioneering theory of andragogy which transformed education theory in the 1970s. The resulting principles of a self-directed, experiential, problem-centered approach to learning have been hugely influential and are still the basis of the learning practices we use today. Understanding these principles is the cornerstone of increasing motivation and enabling adult learners to achieve.
This eighth edition has been thoughtfully updated in terms of structure, content, and style. On top of this, online material and added chapter-level reflection questions make this classic text more accessible than ever. The new edition includes:
Two new chapters: Neuroscience and Andragogy, and Information Technology and Learning.
Updates throughout the book to reflect the very latest advancements in the field.
A companion website with instructor aids for each chapter.
If you are a researcher, practitioner or student in education, an adult learning practitioner, training manager, or involved in human resource development, this is the definitive book in adult learning that you should not be without.
Valuation is the single best guide of its kind, helping financial professionals worldwide excel at measuring, managing, and maximizing shareholder and company value. This new sixth edition provides insights on the strategic advantages of value-based management, complete detailed instruction, and nuances managers should know about valuation and valuation techniques as applied to different industries, emerging markets, and other special situations.
Valuation lies at the crossroads of corporate strategy and finance. In today's economy, it has become an essential role — and one that requires excellence at all points. This guide shows you everything you need to know, and gives you the understanding you need to be effective.Estimate the value of business strategies to drive better decision making Understand which business units a corporate parent is best positioned to own Assess major transactions, including acquisitions, divestitures, and restructurings Design a capital structure that supports strategy and minimizes risk
As the valuation function becomes ever more central to long- and short-term strategy, analysts and managers need an authoritative reference to turn to for answers to challenging situations. Valuation stands ahead of the field for its reputation, quality, and prestige, putting the solutions you need right at your fingertips.
We now live in a digital society. New digital technologies have had a profound influence on everyday life, social relations, government, commerce, the economy and the production and dissemination of knowledge. People’s movements in space, their purchasing habits and their online communication with others are now monitored in detail by digital technologies. We are increasingly becoming digital data subjects, whether we like it or not, and whether we choose this or not.
The sub-discipline of digital sociology provides a means by which the impact, development and use of these technologies and their incorporation into social worlds, social institutions and concepts of selfhood and embodiment may be investigated, analysed and understood. This book introduces a range of interesting social, cultural and political dimensions of digital society and discusses some of the important debates occurring in research and scholarship on these aspects. It covers the new knowledge economy and big data, reconceptualising research in the digital era, the digitisation of higher education, the diversity of digital use, digital politics and citizen digital engagement, the politics of surveillance, privacy issues, the contribution of digital devices to embodiment and concepts of selfhood and many other topics.
Digital Sociology is essential reading not only for students and academics in sociology, anthropology, media and communication, digital cultures, digital humanities, internet studies, science and technology studies, cultural geography and social computing, but for other readers interested in the social impact of digital technologies.
This first text on human ethology presents itself as a unified work, even though not every area could be treated with equal depth. For example, a branch of ethology has developed in the past decade which places particular emphasis on ecology and population genetics. This field, known as sociobiology, has enriched discussion beyond the boundaries of behavioral biology through its stimulating, and often provocative, theses.
After vigorous debates between behaviorists, anthropologists, and sociologists, we have entered a period of exchange of thoughts and a mutual approach, which in many instances has led to cooperative projects of researchers from different disciplines. This work offers a biological point of view for discussion and includes data from the author's cross-cultural work and research from the staff of his institute. It confirms, above all else, the astonishing unity of mankind and paints a basically positive picture of how we are moved by the same passions, jealousies, friendliness, and active curiosity.
The need to understand ourselves has never been as great as it is today. An ideologically torn humanity struggles for its survival. Our species, does not know how it should compensate its workers, and it experiments with various economic systems, constitutions, and forms of government. It struggles for freedom and stumbles into newer conflicts. Population growth is apparently completely out of hand, and at the same time many resources are being depleted. We must consider our existence rationally in order to understand it, but certainly not with cold, calculating reason but with the warm feeling of a heart concerned for the welfare of later generations.
Providing a synoptic overview of different ideas about the role of space and place in contemporary social, cultural, political and economic life, each portrait comprises:Biographical information and theoretical context. An explication of their contribution to spatial thinking. An overview of key advances and controversie. Guidance on further reading.
With 14 additional chapters including entries on Saskia Sassen, Tim Ingold, Cindi Katz and John Urry, the book covers ideas ranging from humanism, Marxism, feminism and post-structuralism to queer-theory, post-colonialism, globalization and deconstruction, presenting a thorough look at diverse ways in which space and place has been theorized.
An essential text for geographers, this now classic reference text is for all those interested in theories of space and place, whether in geography, sociology, cultural studies, urban studies, planning, anthropology, or women's studies.
The skills detailed in the book will help readers to observe people in their contexts and to analyze what they observe, in order to make better sense of why people do what they do, say what they say, and think what they think. These methods can also be applied to our own thoughts, talk and actions - not as something we control from ‘within’ but as events constantly being shaped by the idiosyncratic social, cultural, economic and other contexts in which our lives are immersed.
Whether teaching, studying, or reading for pleasure, this book will help readers learn:
How to think about people with ecological or contextual thinking
How your thinking is a conversation with other people
How to analyze talk and conversations as social strategies
How capitalist economies change how you act, talk and think in 25 ways
How living in modern society can be linked to generalized anxiety and depression
How to Rethink Human Behavioris important interdisciplinary reading for students and researchers in all fields of social science, and will especially appeal to those interested in mental health. It has also been written for the general reading public who enjoy exploring new ideas and skills in understanding themselves and other people.
Women, Work, and Globalization explores:Key issues surrounding work and families from a global cross-cultural perspective. The positive and negative experiences of more women in the global workforce. The spread of women’s empowerment on changes in ideologies and behaviors throughout the world. Key literature from family studies, IO, sociology, anthropology, and economics. The changing role of men in the global work-family arena. The impact of sexual trafficking and exploitation, care labor, and transnational migration on women. Best practices and policies that have benefited women, men, and their families.
Part 1 reviews the research on gender in the industrialized and developing world, global changes that pertain to women’s gender roles, women’s labor market participation, globalization, and the spread of the women’s movement. Issues that pertain to women in a globalized world including gender socialization, sexual trafficking and exploitation, labor migration and transnational motherhood, and the complexities entailed in care labor are explored in Part 2. Programs and policies that have effectively assisted women are explored in Part 3 including initiatives instituted by NGOs and governments in developing countries and (programs) policies that help women balance work and family in industrialized countries. The book concludes with suggestions for global initiatives that assist women in balancing work and family responsibilities while decreasing their vulnerabilities.
Intended as a supplemental text for advanced undergraduate and/or graduate courses in Women/Gender Issues, Work and Family, Gender and Families, Global/International Families, Family Diversity, Multicultural Families, and Urban Sociology taught in psychology, human development and family studies, gender and/or women’s studies, business, sociology, social work, political science, and anthropology. Researchers, policy makers, and practitioners in these fields will also appreciate this thought provoking book.
This edition has been thoroughly revised and updated to reflect the large extensions to LTE as introduced in 3GPP Releases 12 and 13 and the role of LTE in the upcoming 5G era. New to this edition includes updated content on:4G and 5G Radio Access Spectrum for 4G and 5G Machine-Type Communication Device-to-Device Communication License-assisted Access Full-dimension MIMOSmall-cell enhancements, eIMTA, FDD+TDD aggregation, dual connectivity Requirements on and general structure of 5G wireless access, addressing the existing and new usage scenarios for 5GTechnical solutions for the new 5G radio-access technology
The authors of this book all work at Ericsson Research and have been deeply involved in 3G and 4G development and standardization. They are leading experts in the field and are today actively contributing to the standardization of 4G and 5G within 3GPP.The leading book on 3GPP specifications for LTE, LTE-Advanced, and LTE-Advanced Pro covering up to and including Release 13, written by Ericsson engineers who are heavily involved in the development of 3GPP specificationsTen new chapters and coverage of all major features introduced with Release 12 and 13Two completely new chapters on 5G wireless access including a detailed description of the key technology components under development by 3GPP
Web developers who want to use modern Python-based web frameworks like Django to build powerful web applications. The course is mostly self-contained and introduces web development with Python to a reader who is familiar with web development concepts and can help him become an expert in this trade. It's intended for all levels of web developers, both students and practitioners from novice to experts.What You Will LearnUse Django models to store information in the database and generate queries to access a database across modelsQuickly develop web pages to create, read, update, and delete data from the model using class-based viewsGenerate very maintainable forms with DjangoImport data from local sources and external web services as well as exporting your data to third partiesDeep dive into various aspects of Django from models and views to testing and deploymentFamiliarize yourself with the various nuances of web development such as browser attacks and databasesIn Detail
Data science is hot right now, and the need for multitalented developers is greater than ever before. A basic grounding in building apps with a framework as minimalistic, powerful, and easy-to-learn as Django will be a useful skill to launch your career as an entrepreneur or web developer. Django is a web framework that was designed to strike a balance between rapid web development and high performance. This course will take you on a journey to become an efficient web developer thoroughly understanding the key concepts of Django framework. This learning path is divided into three modules. The course begins with basic concepts of the Django framework. The first module, Django Essentials, is like a practical guide, filled with many real-world examples to build highly effective Django web application. After getting familiar with core concepts of Django, it's time to practice your learning from the first module with the help of over 90 recipes available in this module. In the second module, Web Development with Django Cookbook, you'll learn varying complexities to help you create multilingual, responsive, and scalable websites with Django. By the end of this module, you will have a good understanding of the new features added to Django 1.8 and be an expert at web development processes.The next step is to discover the latest best practices and idioms in this rapidly evolving Django framework. This is what you'll be learning in our third module, Django Design Patterns and Best Practices. This module will teach you common design patterns to develop better Django code. By the end of the module, you will be able to leverage the Django framework to develop a fully functional web application with minimal effort.Style and approach
This course includes all the resources that will help you jump into the web development field with Django and learn how to make scalable and robust web applications. The aim is to create a smooth learning path that will teach you how to get started with the powerful Django framework and perform various web development techniques in depth. Through this comprehensive course, you'll learn web development with Django from scratch to finish!
This Learning Path is for Python programmers who are looking to use machine learning algorithms to create real-world applications. It is ideal for Python professionals who want to work with large and complex datasets and Python developers and analysts or data scientists who are looking to add to their existing skills by accessing some of the most powerful recent trends in data science. Experience with Python, Jupyter Notebooks, and command-line execution together with a good level of mathematical knowledge to understand the concepts is expected. Machine learning basic knowledge is also expected.What You Will LearnUse predictive modeling and apply it to real-world problemsUnderstand how to perform market segmentation using unsupervised learningApply your new-found skills to solve real problems, through clearly-explained code for every technique and testCompete with top data scientists by gaining a practical and theoretical understanding of cutting-edge deep learning algorithmsIncrease predictive accuracy with deep learning and scalable data-handling techniquesWork with modern state-of-the-art large-scale machine learning techniquesLearn to use Python code to implement a range of machine learning algorithms and techniquesIn Detail
Machine learning is increasingly spreading in the modern data-driven world. It is used extensively across many fields such as search engines, robotics, self-driving cars, and more. Machine learning is transforming the way we understand and interact with the world around us.
In the first module, Python Machine Learning Cookbook, you will learn how to perform various machine learning tasks using a wide variety of machine learning algorithms to solve real-world problems and use Python to implement these algorithms.
The second module, Advanced Machine Learning with Python, is designed to take you on a guided tour of the most relevant and powerful machine learning techniques and you'll acquire a broad set of powerful skills in the area of feature selection and feature engineering.
The third module in this learning path, Large Scale Machine Learning with Python, dives into scalable machine learning and the three forms of scalability. It covers the most effective machine learning techniques on a map reduce framework in Hadoop and Spark in Python.
This Learning Path will teach you Python machine learning for the real world. The machine learning techniques covered in this Learning Path are at the forefront of commercial practice.
This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products:Python Machine Learning Cookbook by Prateek JoshiAdvanced Machine Learning with Python by John HeartyLarge Scale Machine Learning with Python by Bastiaan Sjardin, Alberto Boschetti, Luca MassaronStyle and approach
This course is a smooth learning path that will teach you how to get started with Python machine learning for the real world, and develop solutions to real-world problems. Through this comprehensive course, you'll learn to create the most effective machine learning techniques from scratch and more!
"This textbook manages to be easier to read than other comparable books in the subject while retaining all the rigorous treatment needed. The new chapters put it at the forefront of the field by covering topics that have become mainstream in machine learning over the last decade."
—Daniel Barbara, George Mason University, Fairfax, Virginia, USA
"The new edition of A First Course in Machine Learning by Rogers and Girolami is an excellent introduction to the use of statistical methods in machine learning. The book introduces concepts such as mathematical modeling, inference, and prediction, providing ‘just in time’ the essential background on linear algebra, calculus, and probability theory that the reader needs to understand these concepts."
—Daniel Ortiz-Arroyo, Associate Professor, Aalborg University Esbjerg, Denmark
"I was impressed by how closely the material aligns with the needs of an introductory course on machine learning, which is its greatest strength...Overall, this is a pragmatic and helpful book, which is well-aligned to the needs of an introductory course and one that I will be looking at for my own students in coming months."
—David Clifton, University of Oxford, UK
"The first edition of this book was already an excellent introductory text on machine learning for an advanced undergraduate or taught masters level course, or indeed for anybody who wants to learn about an interesting and important field of computer science. The additional chapters of advanced material on Gaussian process, MCMC and mixture modeling provide an ideal basis for practical projects, without disturbing the very clear and readable exposition of the basics contained in the first part of the book."
—Gavin Cawley, Senior Lecturer, School of Computing Sciences, University of East Anglia, UK
"This book could be used for junior/senior undergraduate students or first-year graduate students, as well as individuals who want to explore the field of machine learning...The book introduces not only the concepts but the underlying ideas on algorithm implementation from a critical thinking perspective."
—Guangzhi Qu, Oakland University, Rochester, Michigan, USA
Prepare for the Oracle Certified Master Java EE 6 Enterprise Architect exams with this exclusive Oracle Press guide. The multiple-choice exam, the assignment, and the essay exam are covered. Chapters feature challenging exercises, a certification summary, a two-minute drill, and a self-test to reinforce the topics presented. This authoritative resource helps you pass these exams and also serves as an essential, on-the-job reference. Get complete coverage of all exam objectives, including:Application design concepts and principles Common architectures Integration and messaging Business-tier technologies Web-tier technologies Design patterns Security
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