Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances. Also included are worked examples, comparisons between different methods, extensive graphics, expanded exercises and computer project topics.An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.

    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.

    All chapters are supplemented by thought-provoking problems. A useful work for graduate-level students with backgrounds in computer science, operations research, and electrical engineering. "Mathematicians wishing a self-contained introduction need look no further." — American Mathematical Monthly.

    These days, linger over a Web page selling lamps, and they will turn up at the advertising margins as you move around the Internet, reminding you, tempting you to make that purchase. Search engines such as Google can now look deep into the data on the Web to pull out instances of the words you are looking for. And there are pages that collect and assess information to give you a snapshot of changing political opinion. These are just basic examples of the growth of Web intelligence, as increasingly sophisticated algorithms operate on the vast and growing amount of data on the Web, sifting, selecting, comparing, aggregating, correcting; following simple but powerful rules to decide what matters. While original optimism for Artificial Intelligence declined, this new kind of machine intelligence is emerging as the Web grows ever larger and more interconnected.Gautam Shroff takes us on a journey through the computer science of search, natural language, text mining, machine learning, swarm computing, and semantic reasoning, from Watson to self-driving cars. This machine intelligence may even mimic at a basic level what happens in the brain.

    A computational investigation into the human representation and processing of visual information.

    A LISP "toolkit" in each chapter explains how to use Common LISP programming and debugging tools such as DESCRIBE, INSPECT, TRACE and STEP.

    They teach you how to make games. This book does not show you how to make games. It shows you how to take your game project to the finish line. Many game projects never make it beyond the alpha state.Game Development Success Is All About The Inner Game.Being a successful game developer does not (just) mean being a great programmer, a smart game designer or a gifted artist. It means dominating the inner game of game making. This separates the pros from the wannabes. It's the knowledge of how to stay focused, motivated and efficient during your game projects. It's the skillset of keeping things simple and avoiding misleading dreams of the next overnight success. Finally it's about thinking as a salesperson, not just as a designer, programmer or artist.

    From humorous fishing excursions and frightening bear encounters to snow blinding blizzards and quirky characters, they come face to face with the unpredictable Mother Nature and learn the value of friendship, survival, and solitude in a picturesque but harsh life by the sea. Packed with adventures, challenges, and true Alaskan lifestyle.

    Kai-Fu Lee—one of the world’s most respected experts on AI and China—reveals that China has suddenly caught up to the US at an astonishingly rapid and unexpected pace.In AI Superpowers, Kai-Fu Lee argues powerfully that because of these unprecedented developments in AI, dramatic changes will be happening much sooner than many of us expected. Indeed, as the US-Sino AI competition begins to heat up, Lee urges the US and China to both accept and to embrace the great responsibilities that come with significant technological power.Most experts already say that AI will have a devastating impact on blue-collar jobs. But Lee predicts that Chinese and American AI will have a strong impact on white-collar jobs as well. Is universal basic income the solution? In Lee’s opinion, probably not.  But he provides a clear description of which jobs will be affected and how soon, which jobs can be enhanced with AI, and most importantly, how we can provide solutions to some of the most profound changes in human history that are coming soon.

    It was the dawn of a new era in artificial intelligence: a machine capable of beating the reigning human champion at this most cerebral game. That moment was more than a century in the making, and in this breakthrough book, Kasparov reveals his astonishing side of the story for the first time. He describes how it felt to strategize against an implacable, untiring opponent with the whole world watching, and recounts the history of machine intelligence through the microcosm of chess, considered by generations of scientific pioneers to be a key to unlocking the secrets of human and machine cognition. Kasparov uses his unrivaled experience to look into the future of intelligent machines and sees it bright with possibility. As many critics decry artificial intelligence as a menace, particularly to human jobs, Kasparov shows how humanity can rise to new heights with the help of our most extraordinary creations, rather than fear them. Deep Thinking is a tightly argued case for technological progress, from the man who stood at its precipice with his own career at stake.

    Over 450 photographs, drawings, and diagrams reveal in exquisite detail the hows, whys, and how-to's of the traditional craft of guitarmaking, all accompanied by fascinating historical and technical notes. A comprehensive bibliography; a list of tools, materials, and supply sources; and a full index complete this uniquely authoritative reference -- and essential acquisition -- for guitar and craft enthusiasts, woodworkers, and students of instrument making everywhere.

    He was a below-average student with a lackluster work ethic and a bad attitude, who hung with the wrong crowd and made a lot of bad choices. He was a kid whose life was headed for disaster—until a local coach took interest in him, suggested that he take up amateur wrestling, and offered to work with him if he promised to stay out of trouble.It was in North Dakota that Bob Backlund had the first of several chance encounters that would shape his destiny. While working out at the YMCA gymnasium in Fargo, North Dakota, where he wrestled for North Dakota State, Backlund met a well-known professional wrestler, “Superstar” Billy Graham. The men talked, and at Graham’s suggestion, Backlund was inspired to pursue a career in professional wrestling.Less than five years from that day, on February 20, 1978, Backlund would find himself halfway across the country, standing in the middle of the ring at Madison Square Garden with his hand raised in victory as the newly crowned World Wide Wrestling Federation Heavyweight Champion. The man Backlund pinned for the championship that night was none other than Superstar Billy Graham.Featuring contributions from Bruno Sammartino, Harley Race, Terry Funk, Pat Patterson, Ken Patera, Sergeant Slaughter, The Magnificent Muraco, George “The Animal” Steele, “Mr. USA” Tony Atlas, The Iron Sheik, and many others, this book tells the incredible story of the life and nearly forty-year career of one of the most famous men to ever grace the squared circle.Skyhorse Publishing, as well as our Sports Publishing imprint, is proud to publish a broad range of books for readers interested in sports—books about baseball, pro football, college football, pro and college basketball, hockey, or soccer, we have a book about your sport or your team.In addition to books on popular team sports, we also publish books for a wide variety of athletes and sports enthusiasts, including books on running, cycling, horseback riding, swimming, tennis, martial arts, golf, camping, hiking, aviation, boating, and so much more. While not every title we publish becomes a New York Times bestseller or a national bestseller, we are committed to publishing books on subjects that are sometimes overlooked by other publishers and to authors whose work might not otherwise find a home.

    The loving mother of twins and a newborn, Brownell used alcohol to maintain a sense of her adult self and be more than "just mommy." It didn't take long before her drinking spiraled out of control, consuming her life and marriage, and she realized that she needed serious help. Both heartwrenching and inspiring, this is Brownell's truelife story, from the first thirty days to the year mark. Mommy Doesn't Drink Here Anymore is not a book that preaches or simply takes the reader through the Twelve Steps. It provides hope and motivation to get into a program and balance your life as a mother and a recovering alcoholic.

    This book teaches basic Artificial Intelligence algorithms such as dimensionality, distance metrics, clustering, error calculation, hill climbing, Nelder Mead, and linear regression. These are not just foundational algorithms for the rest of the series, but are very useful in their own right. The book explains all algorithms using actual numeric calculations that you can perform yourself. Artificial Intelligence for Humans is a book series meant to teach AI to those without an extensive mathematical background. The reader needs only a knowledge of basic college algebra or computer programming—anything more complicated than that is thoroughly explained. Every chapter also includes a programming example. Examples are currently provided in Java, C#, R, Python and C. Other languages planned.

    Together with his brother Ronnie, he rose through the ranks of London's East End gangland to run an evil empire of vice and villainy. But, after half a lifetime behind bars, Reg wants to set the record straight. Here, in his own words, is the true story of his life as one half of a criminal double act with his brother Ronnie, the chilling career of two street-wise kids who became standard-bearers of violence - from fire-bombings to shootings and cold-blooded murder. But here too is the inner voice of a one-time mobster who learned compassion through his own struggle to come to terms with a life sentence.