Mirroring his theory, Minsky boldly casts The Society of Mind as an intellectual puzzle whose pieces are assembled along the way. Each chapter -- on a self-contained page -- corresponds to a piece in the puzzle. As the pages turn, a unified theory of the mind emerges, like a mosaic. Ingenious, amusing, and easy to read, The Society of Mind is an adventure in imagination.

    Brothers and sisters. Mothers and daughters. Okay, everybody. Hold on tight. Davis Winger has it all. A respected engineer who designs roller coasters in theme parks across the country, he is deeply in love with his wife and has a beautiful young daughter and a happy home. Until an accident strikes on one of his rides. Nothing fatal—except to his career. And to his marriage, when a betrayal from his past inadvertently comes to light. In one cosmically bad day, Davis loses it all.His sister, Molly, is at a crossroads herself. She’s coasting through a dire relationship with an incompatible man-child. And she’s a journalist whose deeply personal columns about mothers and daughters are forcing her to confront the truth about her own mother, who abandoned Molly and Davis years ago and disappeared.For these two siblings, it’s just a matter of bracing themselves for one turbulent summer in this redemptive and painfully funny family drama about making the best of the sharp turns in life—those we choose to take and those beyond our control.

    With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

    So why does she end up—once again—focusing her lens on murder?Callie Cassidy is no stranger to dead bodies. Two decades as a photojournalist on a big-city newspaper landed her face to face with so many of them that her colleagues dubbed her Queen of the Dead. Now, Callie believes her days of hanging out with cadavers are behind her. With her lovable golden retriever Woody in tow, she has returned in disgrace to Rock Creek Village, Colorado, where she licks her wounds in a cabin on her parents’ Rocky Mountain ski resort property. But when her mother persuades her to abandon her fetal position beneath the quilts and take a photography gig at the Snowflake Swirl winter ball, Callie’s foray back into the real world lands her smack in the middle of town drama.Before the first partygoer arrives, Callie stumbles across a deadly scene. A former classmate, one of the “mean girls” from high school, lies lifeless on her office floor. Another woman from Callie’s past crouches above the body, holding a bloody letter opener. The conclusion is obvious—at least to rookie detective Raul Sanchez. But Callie believes there’s more to the picture. With the help of an adopted stray cat named Carl, whose investigative skills may rival her own, Callie sets out to find the real murderer. Because unless she, her pets, and a quirky group of villagers can solve the mystery, Callie’s photos won’t be the only thing being framed.

    These topics lie at the heart of many exciting areas of contemporary science and engineering - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics, and cryptography. This textbook introduces theory in tandem with applications. Information theory is taught alongside practical communication systems, such as arithmetic coding for data compression and sparse-graph codes for error-correction. A toolbox of inference techniques, including message-passing algorithms, Monte Carlo methods, and variational approximations, are developed alongside applications of these tools to clustering, convolutional codes, independent component analysis, and neural networks. The final part of the book describes the state of the art in error-correcting codes, including low-density parity-check codes, turbo codes, and digital fountain codes -- the twenty-first century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, David MacKay's groundbreaking book is ideal for self-learning and for undergraduate or graduate courses. Interludes on crosswords, evolution, and sex provide entertainment along the way. In sum, this is a textbook on information, communication, and coding for a new generation of students, and an unparalleled entry point into these subjects for professionals in areas as diverse as computational biology, financial engineering, and machine learning.

    The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it.In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go.Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.

     When human remains are discovered in the grounds of an idyllic Tuscan holiday home she is forced to confront the memories she has suppressed until now and relive the summer she spent at the villa in 1992. A summer that ended in tragedy. The nearer she gets to the truth the closer she comes to losing her sanity. In order to hold onto the people she loves most, she must make sure they never discover what she did. But the reappearance of someone else from that summer threatens to blow her secret wide open.

    He contacted one man before he died: investigative journalist, Jack Logan. He left Jack a single clue to help him uncover the truth and keep Phillips’s widow, Taylor, safe. But safe from whom? Jack and Taylor’s desperate hunt leads them to a vast network of corrupt authority, controlling everything from social media and television programming to law enforcement and US legislation. The key to unraveling a complex web of lies is a set of ancient relics, dating back to the time of Christ. But what do these relics have to do with a senator’s death? Allies turn to foes when Jack and Taylor discover that those closest to them are part of the conspiracy and that they too have been manipulated. How long has a puppet master been pulling their strings—and will Jack and Taylor trust the right people long enough to win what becomes a colossal battle for souls?

    An enthralling read!’- Shraddha Sahi, Author of Anamika Khanna Falls in Love & The Case of the Counterfeit CurrencyEvery human wears a mask. Behind the cheerful facade lies faith, hope, trust, love, despair, confidence, insecurity, et al. Everyone has a story. A DINK couple finding Work From Home a challenge... The Couple who wasn’t one... A rigid person who deviates from a lifelong habit... Two people who remain in touch for 35 years, without talking... A daughter who has sacrificed her dreams for her mother… A fictional potpourri of extraordinary narratives of ordinary people who have more to their everyday lives beneath the surface, these stories reflect myriad hues of human behaviour.From the author of the suspense thriller ‘The Lost Identity’ comes an anthology that touches the human heart. ‘The story is so well crafted that it keeps the reader intrigued from start to end, eager to know what happens next!’ - Review for Smita’s First Book ‘The Lost Identity’

    Then he met Mary Zelinsky.Do you remember your first love?The Impossible Fortress begins with a magazine…The year is 1987 and Playboy has just published scandalous photographs of Vanna White, from the popular TV game show Wheel of Fortune. For three teenage boys—Billy, Alf, and Clark—who are desperately uneducated in the ways of women, the magazine is somewhat of a Holy Grail: priceless beyond measure and impossible to attain. So, they hatch a plan to steal it.The heist will be fraught with peril: a locked building, intrepid police officers, rusty fire escapes, leaps across rooftops, electronic alarm systems, and a hyperactive Shih Tzu named Arnold Schwarzenegger. Failed attempt after failed attempt leads them to a genius master plan—they’ll swipe the security code to Zelinsky’s convenience store by seducing the owner’s daughter, Mary Zelinsky. It becomes Billy’s mission to befriend her and get the information by any means necessary. But Mary isn’t your average teenage girl. She’s a computer loving, expert coder, already strides ahead of Billy in ability, with a wry sense of humor and a hidden, big heart. But what starts as a game to win Mary’s affection leaves Billy with a gut-wrenching choice: deceive the girl who may well be his first love or break a promise to his best friends.

    He can tell you everything there is to know about successful trade show programs. He can tell you stories about the thousands of people he has met, miles he has flown, hotel rooms he has stayed in, and ways to work the system to your advantage when you travel. But he can't tell the woman he loves how he feels. Think "Up in the Air meets Planes, Trains and Automobiles..". Based on his own extensive business trips, Paul Michael Peters brings us this funny, bittersweet story of a traveling software salesman. Filled with wry observations and entertaining vignettes, life moves fast in this quick read about a "trade show guy" and a love he thinks he can never have.

    Living with her family in suburban Philadelphia, Diane had grown up knowing she was born in Stuttgart and adopted at age one from an orphanage. She'd been told her biological parents were dead. Then, in 2002, when she was forty-seven years old, Diane got a letter from Switzerland: her biological father, Otto, wanted to bring her into his life. With that, her world shifted on its axis. In the months that ensued, everybody had a different story to tell about Diane's origins, including Otto when they met in New York City. She struggled to understand what was at stake with the lies. Like a private eye, she sifted through competing versions of the truth only to find that, having traveled throughout Europe and back, identity is a state of mind. As more information surfaced, the myths gave way to a certain elusive peace; Diane discovered a tribe in her mother's family, found a Swiss husband, gained a voice, and, for the first time, began to trust in the intuition that had nudged her all along. One-part forensic investigation, one-part self-discovery, Fixing the Fates is a story about seeing behind artifice and living one's truth.

    Not when they are deep within the heart like Angela Conrad's. Ten years ago, Clancy Morgan broke her heart and even though she's made a successful life for herself, she's never gotten over that pain. Angel didn't intend to ever go back home, but when the Alumni Association asked her to return to her hometown to play for the dance at their alumni gathering, she agreed.Clancy wasn't planning to attend, but he does, and he recognizes Angela immediately. He never expected to see her again, and definitely didn't expect to see her standing up there looking like a movie star and singing like a seasoned famous country artist. She's the Angel he walked away from and has been kicking himself ever since.He made a big mistake, but maybe he can mend it, if only she'll let him. She's not so easily inclined, but he gets to know her posse of protective girlfriends, and they cook up a scheme to help her get over him once and for all. Or, maybe she'll let him win her back.

    170 pages of A sounds! You can use this book with a young child who is just starting school or with an older child who has missed out on the basics. If a child doesn't know their phonic sounds...they will always struggle with spelling, reading and writing. Sometimes the same sound can be spelt in different ways, e.g. the sound ake (cake) can also be spelt ache earache) and eak (steak). The best way to use this book is to focus on one sound at a time. Read through them with your child, talk about the sounds, practice spelling them and write them. The A Sounds book is the largest of the series. You will also find the e, i, o and u books on Amazon. Katrina Kahler is a teacher with 30 years of experience in Elementary Schools. She is a highly successful teacher who has helped thousands of children. This is how she teaches the children in her classroom to spell. Start working with your child today and see the difference it will make to their literacy skills.

    Amy lived a rock-star lifestyle to the max, replacing an addiction to drugs with a battle against alcohol. When she died, aged 27, she joined a long list of musicians whose lives had been tragically cut short at the same age - the likes of Jimi Hendrix, Kurt Cobain and Jim Morrison. She burst onto the scene with her debut album, "Frank," in 2003. But it was her follow-up, "Back To Black," in 2006 that won her millions of fans right around the world as she won five Grammy Awards for the album. Her chart success, though, would always be measured against a personal life full of trauma. She wrote "Back To Black" about Blake Fielder-Civil, who she married in 2007. But they spent little time together as a married couple as Blake was sent to prison. Theirs was a stormy romance, and despite divorcing they would remain in love with each other until she died. There were always plenty of other men in Amy's life, though. In the end she died alone in her bed. A bodyguard kept her protected from the outside world, but nobody could protect her from herself...