We're baffled when we're confronted with complex challenges like recession, political gridlock, climate change, childhood obesity, pollution, and failing schools. We see them as separate ills, each requiring a separate remedy-if we can imagine a remedy at all.Why are so many jobs disappearing? Why are a few people getting rich while the rest of us struggle? How can we pay for the costs of healthcare? Why can't our trusted institutions behave ethically? What's the cause of governmental gridlock? How can we afford to educate our children? How do we stop damaging the ecosystem? Why do we create ugliness?Author Marty Neumeier suggests that these problems are merely symptoms of a much larger problem-our inability to deal with interconnected, non-linear, and amorphous challenges. It's not that our problems are too difficult, he argues, but that our skills are too basic. Success in the post-industrial era demands that we move our thinking from the static, the linear, and the step-by-step to the dynamic, the holistic, and the all-at-once.In this sweeping vision for personal mastery in a post-industrial era, Neumeier presents five metaskills-feeling, seeing, dreaming, making, and learning-that can help you reach your true potential. They'll keep you two or three steps ahead of the machines, the algorithms, and the outsourcing forces of the "robot curve". They'll also bring you greater creativity, higher purpose, and a deeper sense of fulfillment.Metaskills is more than a manifesto. It's a compass for visionary leaders, policymakers, educators, and planners. It's a creative framework for designers, engineers, scientists, and artists. It's a picture of the future that allows people from a wide range of disciplines, industries, and professions to envision new ways to create value together. Perhaps more important, it's a long-overdue examination of what it means to be human in the 21st century.

    They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

    This comprehensive work covers both statistical and symbolic approaches to language processing; it shows how they can be applied to important tasks such as speech recognition, spelling and grammar correction, information extraction, search engines, machine translation, and the creation of spoken-language dialog agents. The following distinguishing features make the text both an introduction to the field and an advanced reference guide.- UNIFIED AND COMPREHENSIVE COVERAGE OF THE FIELDCovers the fundamental algorithms of each field, whether proposed for spoken or written language, whether logical or statistical in origin.- EMPHASIS ON WEB AND OTHER PRACTICAL APPLICATIONSGives readers an understanding of how language-related algorithms can be applied to important real-world problems.- EMPHASIS ON SCIENTIFIC EVALUATIONOffers a description of how systems are evaluated with each problem domain.- EMPERICIST/STATISTICAL/MACHINE LEARNING APPROACHES TO LANGUAGE PROCESSINGCovers all the new statistical approaches, while still completely covering the earlier more structured and rule-based methods.

    Bowker and Susan Leigh Star explore the role of categories and standards in shaping the modern world. In a clear and lively style, they investigate a variety of classification systems, including the International Classification of Diseases, the Nursing Interventions Classification, race classification under apartheid in South Africa, and the classification of viruses and of tuberculosis.The authors emphasize the role of invisibility in the process by which classification orders human interaction. They examine how categories are made and kept invisible, and how people can change this invisibility when necessary. They also explore systems of classification as part of the built information environment. Much as an urban historian would review highway permits and zoning decisions to tell a city's story, the authors review archives of classification design to understand how decisions have been made. Sorting Things Out has a moral agenda, for each standard and category valorizes some point of view and silences another. Standards and classifications produce advantage or suffering. Jobs are made and lost; some regions benefit at the expense of others. How these choices are made and how we think about that process are at the moral and political core of this work. The book is an important empirical source for understanding the building of information infrastructures.

    A comprehensive introduction to the subject, this book shows in detail how such problems can be solved numerically with great efficiency. The focus is on recognizing convex optimization problems and then finding the most appropriate technique for solving them. The text contains many worked examples and homework exercises and will appeal to students, researchers and practitioners in fields such as engineering, computer science, mathematics, statistics, finance, and economics.

    Your customers expect the content you provide them to be adaptive --responding to the device, their location, their situation, and their personalized needs.Authors Ann Rockley and Charles Cooper provide insights and guidelines that will help you develop a unified content strategy--a repeatable, systematic plan that can help you reach your customers, anytime, anywhere, on any device.This up-to-date new edition of Managing Enterprise Content helps you: Determine business requirements Build your vision Design content that adapts to any device Develop content models, metadata, and workflow Put content governance in place Adapt to new and changed roles Identify tools requirements With this book you'll learn to design adaptable content that frees you from the tyranny of an ever increasing array of devices.

    Deciding whether to build another power generation plant in the next five years requires forecasts of future demand. Scheduling staff in a call centre next week requires forecasts of call volumes. Stocking an inventory requires forecasts of stock requirements. Telecommunication routing requires traffic forecasts a few minutes ahead. Whatever the circumstances or time horizons involved, forecasting is an important aid in effective and efficient planning. This textbook provides a comprehensive introduction to forecasting methods and presents enough information about each method for readers to use them sensibly. Examples use R with many data sets taken from the authors' own consulting experience.

    But despite Welsh grandparents (and a Welsh surname) he is an Englishman: by birth, upbringing and temperament.In this singular, hilarious love letter to a glorious country so often misunderstood, Rees sets out to achieve his goal of becoming a Welshman by learning to sing, play, work, worship, think - and above all, speak - like one. On the way he meets monks, tenors and politicians, and tries his hand at rugby and lambing - all the while weaving together his personal story with Wales's rich history. Culminating in a nail-biting test of Rees' Welsh-speaking skill at the National Eisteddfod, this exuberant journey of self-discovery celebrates the importance of national identity, and the joy of belonging.

    Source: Wikipedia. Pages: 20. Not illustrated. Free updates online. Purchase includes a free trial membership in the publisher's book club where you can select from more than a million books without charge. Excerpt: The Cyberiad (Polish: ) is a series of short stories by Stanisaw Lem. The Polish version was first published in 1967, with an English translation appearing in 1974. The main protagonists of the series are Trurl and Klapaucius, the "constructors." The vast majority of characters are either robots, or intelligent machines. The stories focus on problems of the individual and society, as well as on the vain search for human happiness through technological means. Two of these stories were included in the book The Mind's I. Trurl and Klapaucius are brilliant (robotic) engineers, called "constructors" (because they can construct practically anything at will), capable of almost God-like exploits. For instance, on one occasion Trurl creates an entity capable of extracting accurate information from the random motion of gas particles, which he calls a "Demon of the Second Kind." He describes the "Demon of the First Kind" as a Maxwell's demon. On another, the two constructors re-arrange stars near their home planet in order to advertise. The duo are best friends and rivals. When they are not busy constructing revolutionary mechanisms at home, they travel the universe, aiding those in need. Although the characters are firmly established as good and righteous, they take no shame in accepting handsome rewards for their services. If rewards were promised and not delivered, the constructors may even severely punish those who deceived them. The universe of The Cyberiad is pseudo-Medieval. There are kingdoms, knights, princesses, and even dragons in abundance. Robots are usually anthropomorphic, to the point of being divided into sexes. Love and marriage are possibl...More: http: //booksllc.net/?id=59380

    Naked Pueblo, his absolutely maximalist, throw-everything-in-and-shake-it-up short story collection, buzzes like some kind of whacked-out fever dream." (Esquire)

    This volume is a theoretical and practical approach to the design of computer technology.

    The R language is recognised as one of the most powerful and flexible statistical software packages, and it enables the user to apply many statistical techniques that would be impossible without such software to help implement such large data sets.

    It describes the theory with examples step by step. It contains the description of writing tehse steps in programs in very easy and understanble manner.

    C. Fields, and Woody Allen."Jokes, paradoxes, riddles, and the art of non-sequitur are revealed with great perception and insight in this illuminating account of the relationship between humor and mathematics."—Joseph Williams, New York Times"'Leave your mind alone,' said a Thurber cartoon, and a really complete and convincing analysis of what humour is might spoil all jokes forever. This book avoids that danger. What it does. . .is describe broadly several kinds of mathematical theory and apply them to throw sidelights on how many kinds of jokes work."—New Scientist"Many scholars nowadays write seriously about the ludicrous. Some merely manage to be dull. A few—like Paulos—are brilliant in an odd endeavor."—Los Angeles Times Book Review

    Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.