Download or read book Probabilistic Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2022-03-01 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (including linear and logistic regression and deep neural networks), as well as more advanced topics (including transfer learning and unsupervised learning). End-of-chapter exercises allow students to apply what they have learned, and an appendix covers notation. Probabilistic Machine Learning grew out of the author’s 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning. In addition, the new book is accompanied by online Python code, using libraries such as scikit-learn, JAX, PyTorch, and Tensorflow, which can be used to reproduce nearly all the figures; this code can be run inside a web browser using cloud-based notebooks, and provides a practical complement to the theoretical topics discussed in the book. This introductory text will be followed by a sequel that covers more advanced topics, taking the same probabilistic approach.
Download or read book A Class Apart a Matter of Class Book 1 written by Susie Murphy and published by Createspace Independent Publishing Platform. This book was released on 2018-06-27 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'A beautifully written historical novel with characters who linger long after the last page is turned.' - Hazel Gaynor, New York Times bestselling author of The Girl Who Came Home. It's 1828, and Ireland is in turmoil as Irish tenants protest against their upper-class English landlords. Nineteen-year-old Bridget Muldowney is thrilled to return to the estate in Carlow she'll inherit when she comes of age. But since she left for Dublin seven years earlier, the tomboy has become a refined young lady, engaged to be married to a dashing English gentleman. Cormac McGovern, now a stable hand on the estate, has missed his childhood friend. He and Bridget had once been thick as thieves, running wild around the countryside together. When Bridget and Cormac meet again their friendship begins to rekindle, but it's different now that they are adults. Bridget's overbearing mother, determined to enforce the employer-servant boundaries, conspires with Bridget's fiancé to keep the pair apart. With the odds stacked against them, can Bridget and Cormac's childhood attachment blossom into something more?
Download or read book The Running Waves written by T. M. Murphy and published by . This book was released on 2010-06-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: It's the summer of 1994. O.J. Simpson is chased in his white Bronco, the Beastie Boys have just released Ill Communication, and the Major League Baseball strike is looming. For 19-year-old Colin Brennan living in Silver Shores Cape Cod, Summertime should be one of the best times of his young life. But the beautiful scenery is instead a constant reminder of what happened the previous year. Colin is haunted by the memory of a tragic accident that took the lives of his two best friends, in a story of unresolved grief, substance abuse, break-ups, baseball, brotherly love, and the thorny road to redemption.
Download or read book Time s Up written by Susan Murphy-Milano and published by Dog Ear Publishing. This book was released on 2010-03 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Today there are more than five million women and their children are living in a violentrelationship, and this number is increasing as new technology from tracking devices on cell phonesto computer technology allow an abuser to track its' victims every move. Domestic violence and stalking related crimes are being dismissed in a flurry of shuffled divorcedocuments and court orders of protection. You cannot plead with an abuser and walk away frompotentially life threatening situations if you are unable to learn the steps necessary to protect yourself. In this straight forward, clearly written guidebook, veteran violence safety expert Susan MurphyMilano provides victims the tools and support they require to face this debilitating problem andtake the necessary steps to regain control of their lives. Victims and those going through divorce now are able to provide information, in their own words, about the fears, dangers, experiences they have had at the hands of their abuser. Like our own individual fingerprints, no two crimes against a victim are the same. An abuser isclever like a fox and this book will teach you the techniques to be ten steps ahead before a threatagainst your life can be carried out against you or your children. With the Evidentiary Abuse affidavit provided in this book a victim will be able to provide legaldocumentation and answers, allegations and fears that arise when a person has disappeared whenthey announce the relationship is ending, gone missing or have been found dead. You will be ableto properly document and describe: -Threats made against your life or well being, -Incidents of past abuse that a victim had endured -Admissions of how a threat will be carried out against a victim once they announce they are leaving or filing for a divorce -Where evidence or weapons would or could be located -Portray visible injuries or marks -Determine how to begin and continue through the complex maze a victim faces with policeand prosecutors-How to leave a Perpetrator-How to collect evidence "on the fly" How to begin and continue on the road to safety using a virtual toolbox of techniques How family and friends can be crucial in this process Using the creative approaches developed in this ground breaking guide book by Susan Murphy-Milano will take the victims from the State of being controlled to the "State of being in control." Susan is the author of Defending Our Lives, Getting From Domestic Violence and Staying Safeand Moving Out Moving On when a Relationship Goes Wrong Workbook. "There is nothing like this out there. The reason this book is so valuable is that it's the first book to provide step-by step procedures and structure to protect everyone from dangerous and abusive relationships" -Rev. Jennifer Burns Lewis, Pastor
Download or read book Last One to Die written by Cynthia Murphy and published by Delacorte Press. This book was released on 2024-03-05 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: From TikTok's "CEO of plot twists" comes a supernatural thriller that will keep you guessing until the very end. Packed with voice-driven whodunit storytelling, and a classic slasher-movie feel, this dark, pacy, and irresistibly creepy thriller really has something for everybody! 16-year-old, Irish-born Niamh has just arrived in London for the summer, and quickly discovers that girls who look frighteningly like her are being attacked. Determined to make it through her Drama Course, Niamh is placed at the Victorian Museum to put her drama skills to the test, and there she meets Tommy: he’s kind, fun, attentive, and really hot! Nonetheless, there's something eerie about the museum... As present-day serial attacker and sinister Victorian history start to collide, Niamh realizes that things are not as they seem. Will she be next?
Download or read book A History of Murphy s Law written by Nick T. Spark and published by Lulu.com. This book was released on 2006 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: Murphy's Law is one of the most well-recognized statements of philosophy known to man. Tipped off by his next door neighbor that Murphy may have worked at Edwards Air Force Base, and that the Law may have come into being after a rocket sled experiment went awry, author Nick T. Spark beings a Quixotic quest to learn the truth. His attempts to pin down the mysterious origins of The Law and to answer the eternal question, "Who was Murphy and what is the true meaning of Murphy's Law?" are both amusing and relevatory. Read it, and find out why everything you ever thought you knew about Murphy's Law -- is wrong.
Download or read book Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2012-08-24 with total page 1102 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. 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.
Download or read book Murphy written by Samuel Beckett and published by Grove/Atlantic, Inc.. This book was released on 2011-01-11 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Murphy, Samuel Beckett’s first published novel, is set in London and Dublin, during the first decades of the Irish Republic. The title character loves Celia in a “striking case of love requited” but must first establish himself in London before his intended bride will make the journey from Ireland to join him. Beckett comically describes the various schemes that Murphy employs to stretch his meager resources and the pastimes that he uses to fill the hours of his days. Eventually Murphy lands a job as a nurse at Magdalen Mental Mercyseat hospital, where he is drawn into the mad world of the patients which ends in a fateful game of chess. While grounded in the comedy and absurdity of much of daily life, Beckett’s work is also an early exploration of themes that recur throughout his entire body of work including sanity and insanity and the very meaning of life.
Download or read book You re Not Listening written by Kate Murphy and published by Celadon Books. This book was released on 2020-01-07 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: When was the last time you listened to someone, or someone really listened to you? "If you’re like most people, you don’t listen as often or as well as you’d like. There’s no one better qualified than a talented journalist to introduce you to the right mindset and skillset—and this book does it with science and humor." -Adam Grant, #1 New York Times bestselling author of Originals and Give and Take **Hand picked by Malcolm Gladwell, Adam Grant, Susan Cain, and Daniel Pink for Next Big Ideas Club** "An essential book for our times." -Lori Gottlieb, New York Times bestselling author of Maybe You Should Talk to Someone At work, we’re taught to lead the conversation. On social media, we shape our personal narratives. At parties, we talk over one another. So do our politicians. We’re not listening. And no one is listening to us. Despite living in a world where technology allows constant digital communication and opportunities to connect, it seems no one is really listening or even knows how. And it’s making us lonelier, more isolated, and less tolerant than ever before. A listener by trade, New York Times contributor Kate Murphy wanted to know how we got here. In this always illuminating and often humorous deep dive, Murphy explains why we’re not listening, what it’s doing to us, and how we can reverse the trend. She makes accessible the psychology, neuroscience, and sociology of listening while also introducing us to some of the best listeners out there (including a CIA agent, focus group moderator, bartender, radio producer, and top furniture salesman). Equal parts cultural observation, scientific exploration, and rousing call to action that's full of practical advice, You're Not Listening is to listening what Susan Cain's Quiet was to introversion. It’s time to stop talking and start listening.
Download or read book Mobile Health written by James M. Rehg and published by Springer. This book was released on 2017-07-12 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a comprehensive introduction to mHealth technology and is accessible to technology-oriented researchers and practitioners with backgrounds in computer science, engineering, statistics, and applied mathematics. The contributing authors include leading researchers and practitioners in the mHealth field. The book offers an in-depth exploration of the three key elements of mHealth technology: the development of on-body sensors that can identify key health-related behaviors (sensors to markers), the use of analytic methods to predict current and future states of health and disease (markers to predictors), and the development of mobile interventions which can improve health outcomes (predictors to interventions). Chapters are organized into sections, with the first section devoted to mHealth applications, followed by three sections devoted to the above three key technology areas. Each chapter can be read independently, but the organization of the entire book provides a logical flow from the design of on-body sensing technology, through the analysis of time-varying sensor data, to interactions with a user which create opportunities to improve health outcomes. This volume is a valuable resource to spur the development of this growing field, and ideally suited for use as a textbook in an mHealth course.
Download or read book Earth Day hooray written by Stuart J. Murphy and published by . This book was released on 2010 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A drive to recycle cans on Earth Day teaches the children of the Maple Street School Save-the-Planet Club about place value.
Download or read book MURPHY S CHILD written by Judith Duncan and published by Harlequin. This book was released on 2011-07-15 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: FAMILIES ARE FOREVER MORNING, NOON AND NIGHT… Murphy Munroe was shocked to realize that he wanted to be with his tiny, precious son around the clock. Bedtime stories, midnight feedings…Murphy couldn't bear to miss a single moment with his child—or its mother. That was the problem… Murphy desperately longed to take care of Jordan Kennedy and the baby…forever. But they couldn't make their relationship work before parenthood complicated things. How could they even think about marriage now? Then again…how could they not? Happily ever after—with kids!
Download or read book Everybody Was So Young written by Amanda Vaill and published by HMH. This book was released on 2013-05-02 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: New York Times Bestseller: “A marvelously readable biography” of the couple and their relationships with Picasso, Fitzgerald, and other icons of the era (The New York Times Book Review). Wealthy Americans with homes in Paris and on the French Riviera, Gerald and Sara Murphy were at the very center of expatriate cultural and social life during the modernist ferment of the 1920s. Gerald Murphy—witty, urbane, and elusive—was a giver of magical parties and an acclaimed painter. Sara Murphy, an enigmatic beauty who wore her pearls to the beach, enthralled and inspired Pablo Picasso (he painted her both clothed and nude), Ernest Hemingway, and F. Scott Fitzgerald. The models for Nicole and Dick Diver in Fitzgerald’s Tender Is the Night, the Murphys also counted among their friends John Dos Passos, Dorothy Parker, Fernand Léger, Archibald MacLeish, Cole Porter, and a host of others. Far more than mere patrons, they were kindred spirits whose sustaining friendship released creative energy. Yet none of the artists who used the Murphys for their models fully captured the real story of their lives: their Edith Wharton childhoods, their unexpected youthful romance, their ten-year secret courtship, their complex and enduring marriage—and the tragedy that struck them, when the world they had created seemed most perfect. Drawing on a wealth of family diaries, photographs, letters and other papers, as well as on archival research and interviews on two continents, this “brilliantly rendered biography” documents the pivotal role of the Murphys in the story of the Lost Generation (Los Angeles Times). “Often considered minor Lost Generation celebrities, the Murphys were in fact much more than legendary party givers. Vaill’s compelling biography unveils their role in the European avant-garde movement of the 1920s; Gerald was a serious modernist painter. But Vaill also shows how their genius for friendship and for transforming daily life into art attracted the most creative minds of the time.” —Library Journal
Download or read book Murphy s Law written by George Emerson and published by iUniverse. This book was released on 2000-10 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: An innocent accountant, a broken FBI agent, and an emotionless analyst are drawn into a flawed plot that will eliminate the only chance for mankind's survival. How can these three, none aware of the existence of the other two, work in concert to overcome an insane prophet and keep the world spinning? In this fast-paced thriller, packed full of science and intrigue, these engaging characters struggle to survive the attacks of a cult of unknown assailants. Anita, a hard-working accountant is sucked into a dark world of a doomsday cult while searching for her missing brother on the sunny streets of Charleston. Walker, still healing from failures that led to the deaths of four of his agents, must again face the grim reaper. Murphy, the brainy analyst, is informed of the far-off apocalypse and handed the obligation of ensuring that humanity reaches for the stars to avoid extinction on a dying planet.
Download or read book Murphy s Law written by Sandy James and published by James Gang Publishing. This book was released on 2017-01-17 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Determined to redeem his only son, terminally ill millionaire Sterling Remington stipulates his playboy son Seth must work for a horse trainer in order to earn his inheritance. Raised on hard work and dedicated to her harness racing stable, Katie Murphy agrees to take Seth on, even though instilling a work ethic in him seems impossible.
Download or read book For the Love of Murphy s The Behind the Counter Story of a Great American Retailer written by and published by Penn State Press. This book was released on with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Murphy s War Stories written by William C. Knowles and published by Writers Republic LLC. This book was released on 2023-08-18 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Murphy's War Stories spans two wars and is the story of a young man who drops out of high school and joins the US Army to become a paratrooper after the 1968 TET offensive in Vietnam. He completes airborne training and is sent to the famous 82nd Airborne Division. Later, he becomes the enlisted aide to the Commandant of Cadets at West Point where he associates with several US Army Generals. Afterwards, he is sent to Vietnam where he completes a tour fighting the North Vietnamese. While in Vietnam he receives the Silver Star. While a member of the Army Reserve, he is later activated for the Iraq War. During his time in Iraqi he compares and contrasts his two wars and the differences between the old army the new army in Iraq.
