However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had a significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory.

    In this revised edition that includes coverage of new Web 2.0 and Web 3.0 tools, tablets, and omnipresent wireless devices, Burke demonstrates how to successfully conceptualize, purchase, implement and maintain a library's invaluable tech assets. Highlights in this eagerly anticipated edition include enhanced coverage of e-books and cloud computing. This comprehensive resource should be at the top of the list for any current or future library professional looking to stay at the forefront of technological advancement.

    The streamlined Third Edition of THE BASICS OF SOCIAL RESEARCH focuses particularly on the application of social research, emphasizing the fundamental concepts of both quantitative and qualitative research methods. Inductive chapter openings pose social research problems that are addressed and resolved in each chapter through the application of key chapter concepts. Each chapter contains detailed examples and sections on how to interpret the results of data analysis. The text provides students with the necessary tools for understanding the basics of social research methods and for applying these concepts both inside and outside the classroom.

    Updated web links and expanded appendices provide cutting edge information on action research along with new case studies and examples.

    Instead, today's schools promote the false "gods" of economic utility, consumerism, or ethnic separatism and resentment. What alternative strategies can we use to instill our children with a sense of global citizenship, healthy intellectual skepticism, respect of America's traditions, and appreciation of its diversity? In answering this question, The End of Education restores meaning and common sense to the arena in which they are most urgently needed."Informal and clear...Postman's ideas about education are appealingly fresh."--New York Times Book Review

    How can students with widely varied levels of literary experience learn to write poetry, fiction, creative nonfiction, and drama — over the course of only one semester? In Creative Writing: Four Genres in Brief, David Starkey offers some solutions to the challenges of teaching the introductory creative writing course: (1) concise, accessible instruction in literary basics; (2) short models of literature to analyze, admire and emulate; (3) inventive and imaginative assignments that inspire and motivate.

    Fundamentals of Biostatistics with CD-Rom.

     Thousands of people inquire about and buy a competitor to this book each year. Unique layout compared to the competition Text is on the left page with illustration on facing page. A cover flap can cover the illustration's labels for easy self-testing. Up-to-date information covers the latest findings.

    Featuring singing materials from folk music and the literature of composed music.

    The text converts all programming code into the C++ language.

    The Structure of Scientific Revolutions is that kind of book. When it was first published in 1962, it was a landmark event in the history and philosophy of science. Fifty years later, it still has many lessons to teach. With The Structure of Scientific Revolutions, Kuhn challenged long-standing linear notions of scientific progress, arguing that transformative ideas don’t arise from the day-to-day, gradual process of experimentation and data accumulation but that the revolutions in science, those breakthrough moments that disrupt accepted thinking and offer unanticipated ideas, occur outside of “normal science,” as he called it. Though Kuhn was writing when physics ruled the sciences, his ideas on how scientific revolutions bring order to the anomalies that amass over time in research experiments are still instructive in our biotech age. This new edition of Kuhn’s essential work in the history of science includes an insightful introduction by Ian Hacking, which clarifies terms popularized by Kuhn, including paradigm and incommensurability, and applies Kuhn’s ideas to the science of today. Usefully keyed to the separate sections of the book, Hacking’s introduction provides important background information as well as a contemporary context.  Newly designed, with an expanded index, this edition will be eagerly welcomed by the next generation of readers seeking to understand the history of our perspectives on science.

    The new edition maintains the authors' innovative solutions to two central problems of the course: first, the text continues to focus on about 80 sites, giving students less encyclopedic detail but essential coverage of the discoveries that have produced the major insights into prehistory; second, it continues to be organized into essays on sites and concepts, allowing professors complete flexibility in organizing their courses.

    Carefully structured to cover relevant information in a manageable format and in a presentation that is interesting and contemporary, renowned author Larry J. Siegel continues to incorporate his hallmark balanced and unbiased presentation of theory, policy, high-interest examples, and cutting-edge and seminal research. This market-leading brief Criminology text is also the best value for your students CRIMINOLOGY: THE CORE, Second Edition now includes the most student-friendly and useful technology package available, including a FREE Student CD-ROM and robust Companion Web Site.

    A growing number of scholars and political activists have invoked the term to describe a variety of changing economic, political, cultural, ideological, and environmental processes that are alleged to have accelerated in the last few decades. Rather than forcing such a complex social phenomenon into a single conceptual framework, Manfred Steger presents globalization in plain, readable English as a multifaceted process encompassing global, regional, and local aspects of social life. In addition to explaining the various dimensions of globalization, the author explores whether globalization should be considered a good or bad thing--a question that has been hotly debated in classrooms, boardrooms, and on the streets.

    A clear and effective guide to policy analysis addressing the psychology, as well as the logic, of the analytical process Full of helpful hints, such as warnings about language traps, strategies for economizing on data collection, and checklists for generating solutions, this book is widely used by students, practicing policy officials in government, and professionals in executive-level training programmes.