Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.

    The human brain has some capabilities that the brains of other animals lack. It is to these distinctive capabilities that our species owes its dominant position. If machine brains surpassed human brains in general intelligence, then this new superintelligence could become extremely powerful--possibly beyond our control. As the fate of the gorillas now depends more on humans than on the species itself, so would the fate of humankind depend on the actions of the machine superintelligence.But we have one advantage: we get to make the first move. Will it be possible to construct a seed Artificial Intelligence, to engineer initial conditions so as to make an intelligence explosion survivable? How could one achieve a controlled detonation?

    What the British have in store for them and why they were not sent to Canada like all the other prisoners of war is a mystery.

    Indeed, many view this historic win as a culmination of the sacrifice and courage of the Civil Rights movement - and even more people view President-Elect Barack Obama's win as a signal that America is indeed ready for a new direction and a new era. In Grant Park in Chicago, Illinois, President-Elect Barack Obama gave his victory speech to an estimated crowd of 65,000 people - and tens of millions of people around the world watched the moment unfold on their television and computer screens, or listened to this monumental moment on the radio. This is the entire speech, including the interjections of the crowd screaming "Yes we can!". This speech is already in the history books, and you can read this anytime you need a stroke of hope or inspiration. This will make a great addition to any book collection.

    

    They’ve got LOOKS. And they’ve got FAME.Now they want to settle down and work on that happily ever after with the women they adore.But they’ve got baggage too.And just when they think they’ve put it all behind them… everything and everyone they hold dear is in danger.You will fall in love with their town, and their girls, and their kids. This box set contains five full-length novels and two novellas:1. Tragic2. Manic3. Panic4. Ford (contains the books Slack and Taut)5. Spencer (contains the books Bomb and Guns)

    Gemma died from acute myeloid leukaemia, just three days after being diagnosed.In Love, Interrupted, Simon is brutally honest about his journey through grief, and opens up about how close he came to ending his own life. Simon didn’t know how to carry on without Gemma; he just knew that, for the sake of his eight-year old son, he had to find a way …Love, Interrupted is a moving story of love, loss, faith, and family.

    Paul chased adventure wherever he could find it, from his wild ride as a hoodlum teen and his drug-and-alcohol fuelled stint working in a strip club to hauling his way up to the elite echelons of the defence forces.But trouble hunted him down in the form of a brutal shark in February 2009. Paul lost two limbs, and his career as a daredevil navy clearance diver was flung into jeopardy. Drawing on everything his eventful life had taught him, Paul left nothing to chance in his recovery. He fought through excruciating pain, smashing challenge after challenge, and amazing the medical staff with his will to succeed. His inspiring story takes ‘never say die’ to a whole new level.

    He would return in September. For the next ten weeks my survival would depend on foraging, hunting and fishing on an island I would share with 1,600 brown bears. This is my story of hunger and solitude, salmon fishing and stormy seas, torrential rains and mountain sunsets, giant halibut and deer hunting, campfires and killer whales. Illustrated with nearly fifty photos and a map.

    Help, Thanks, Wow ...in 30 minutes is the concise guide to quickly understanding the three simple prayers outlined in Anne Lamott's best-selling book, Help, Thanks, Wow: The Three Essential Prayers. Understand the thought-provoking ideas behind Help, Thanks, Wow:* Learn what it means to pray, and the life-opening power of prayer, independent of your faith or lack thereof.* Inspirational stories convey Lamott's personal insight and exploration of faith.* Discover how the three essential prayers help us endure difficult times and continue to move ahead. In Help, Thanks, Wow, best-selling author Anne Lamott demystifies prayer, declaring that there are no rules--a higher power can be called anything, and people can believe in any religion they'd like (or none at all) and still pray.Prayer can take countless forms, but Lamott believes that it all boils down to three essential prayers: Help, Thanks, and Wow. Help is an admission of powerlessness and a plea for assistance; Thanks is a cry of gratitude; and Wow is the experience of awe.A thought-provoking spirituality guide for people of all faiths and creeds, Help, Thanks, Wow examines the importance of the three prayers vital to enduring hardship and experiencing a transformative sense of gratitude and wonder in the world.Help, Thanks, Wow ...in 30 minutesDesigned for those whose desire to enrich their faith exceeds the time they have available, Help, Thanks, Wow ...in 30 minutes enable readers to rapidly understand the essential ideas behind critically acclaimed books. With a condensed format and chapter-by-chapter synopsis that highlights key insights, this summary helps readers easily devote time to growing their faith.

    In Dianetics 55!,L. Ron Hubbard takes this technology a step further, giving you basic knowledge you can use to increase understanding and ability in your life. Blocks to communication can destroy a marriage, a business relationship or a family. A person is as alive as he can communicate. Dianetics 55! includes L. Ron Hubbard's incredible basic principles of communication. Discover how you can use the data in this book to: Ensure your communication is easily understood by others so you can get your ideas across. Master the secrets and skills of effective communication. Build and improve lasting personal relationships. Increase your ability and competence for a happier and more successful life Dianetics provides the tools you need to break down the barriers to communication and understanding in your life and realize your true potential and ability.

    This book covers relevant geometric principles and how to represent objects algebraically so they can be computed and applied. Recent major developments in the theory and practice of scene reconstruction are described in detail in a unified framework. Richard Hartley and Andrew Zisserman provide comprehensive background material and explain how to apply the methods and implement the algorithms. First Edition HB (2000): 0-521-62304-9

    From 1981 to 1992, Gibbs coached the franchise to three Super Bowl victories, making the team the toast of the nation’s capital, from the political elite to the inner city, and helping to define one of the sport’s legendary eras.Veteran sportswriter Adam Lazarus masterfully charts the Washington Football Team's rise from mediocrity (the franchise had never won a Super Bowl and Gibbs’s first year as head coach started with a five-game losing streak that almost cost him his job) to its stretch of four championship games in ten years. What makes their sustained success all the more remarkable, in retrospect, is that unlike the storied championship wins of Joe Montana’s 49ers and Tom Brady’s Patriots, the Washington Football Team's Super Bowl victories each featured a different starting quarterback: Joe Theismann in 1983, the franchise’s surprising first championship run; Doug Williams in 1988, a win full of meaning for a majority African American city during a tumultuous era; and Mark Rypien in 1992, capping one of the greatest seasons of all time, one that stands as Gibbs’s masterpiece.Hail to the Redskins features an epic roster of saints and sinners: hard-drinking fullback John Riggins; the dominant, blue-collar offensive linemen known as “the Hogs,” who became a cultural phenomenon; quarterbacks Williams, the first African American QB to win a Super Bowl, and Theisman, a model-handsome pitchman whose leg was brutally broken by Lawrence Taylor on Monday Night Football; gregarious defensive end Dexter Manley, who would be banned from the league for cocaine abuse; and others including the legendary speedster Darrell Green, record-breaking receiver Art Monk, rags-to-riches QB Rypien, expert general managers and talent evaluators Bobby Beathard and Charley Casserly, aristocratic owner Jack Kent Cooke, and, of course, Gibbs himself, a devout Christian who was also a ruthless competitor and one of the sport’s most adaptable and creative coaching minds.

    Medium Raw explores these changes, moving back and forth from the author's bad old days to the present. Tracking his own strange and unexpected voyage from journeyman cook to globe-travelling professional eater and drinker, Bourdain compares and contrasts what he's seen and what he's seeing, pausing along the way for a series of confessions, rants, investigations, and interrogations of some of the most controversial figures in food. And always he returns to the question: 'Why cook?' Or the harder one to answer: 'Why cook well?' Beginning with a secret and highly illegal after-hours gathering of powerful chefs he compares to a Mafia summit, Bourdain, in his distinctive, no-holds-barred style, cuts to the bone on every subject he tackles.

    A first in audiobook publishing--a series that uses the written word to enhance the listening experience--poetry to be read as well as heard. Each audiobook includes rare archival recordings on cassette and a book with the text of the poetry, a bibliography, and a commentary by J. D. McClatchy, the poet and critic, who is the editor of The Yale Review.