It discusses new results, along with applications of probability theory to a variety of problems. The book contains many exercises and is suitable for use as a textbook on graduate-level courses involving data analysis. Aimed at readers already familiar with applied mathematics at an advanced undergraduate level or higher, it is of interest to scientists concerned with inference from incomplete information.

    The science of complexity studies how single elements, such as a species or a stock, spontaneously organize into complicated structures like ecosystems and economies; stars become galaxies, and snowflakes avalanches almost as if these systems were obeying a hidden yearning for order. Drawing from diverse fields, scientific luminaries such as Nobel Laureates Murray Gell-Mann and Kenneth Arrow are studying complexity at a think tank called The Santa Fe Institute. The revolutionary new discoveries researchers have made there could change the face of every science from biology to cosmology to economics. M. Mitchell Waldrop's groundbreaking bestseller takes readers into the hearts and minds of these scientists to tell the story behind this scientific revolution as it unfolds.

    It reveals the visions they shared, the sacrifices they made, and the rewards they reaped.

    It’s time we stand face-to-digital-face with the true powers and limitations of the algorithms that already automate important decisions in healthcare, transportation, crime, and commerce. Hello World is indispensable preparation for the moral quandaries of a world run by code, and with the unfailingly entertaining Hannah Fry as our guide, we’ll be discussing these issues long after the last page is turned.

    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.

    Stuey Ungar, the son of a Jewish bookie on Manhattan's Lower East Side, dropped out of high school to become an underground card-table sensation, eventually taking out every top gin-rummy player on the East Coast. Bankrolled by the Genovese crime family, Stuey would soon travel around the country in search of new opponents and opportunities—including poker. He would go on to win the World Series of Poker a record three times. And then his luck began to run out. One of a Kind is the startling tale of a man who won at his game and lost control of his life. Whether tossing away his winnings at the racetrack or on a single roll of the dice, Stuey was notorious for gambling every single dollar in his pocket. Though he had won an estimated $30 million in his lifetime, Stuey had no bank account, not even a home address. He was found dead in a Vegas motel—with $800 in cash on his person, the only money he had left—at the age of forty-five. An intimate, authorized biography—Nolan Dalla was commissioned by Stuey in 1998 to pen his story, resulting in hundreds of hours of taped interviews and conversations—One of a Kind illuminates the dark genius of one of poker's most memorable figures.

    In Blood, Sweat, and Pixels, Jason Schreier takes readers on a fascinating odyssey behind the scenes of video game development, where the creator may be a team of 600 overworked underdogs or a solitary geek genius. Exploring the artistic challenges, technical impossibilities, marketplace demands, and Donkey Kong-sized monkey wrenches thrown into the works by corporate, Blood, Sweat, and Pixels reveals how bringing any game to completion is more than Sisyphean—it's nothing short of miraculous.Taking some of the most popular, bestselling recent games, Schreier immerses readers in the hellfire of the development process, whether it's RPG studio Bioware's challenge to beat an impossible schedule and overcome countless technical nightmares to build Dragon Age: Inquisition; indie developer Eric Barone's single-handed efforts to grow country-life RPG Stardew Valley from one man's vision into a multi-million-dollar franchise; or Bungie spinning out from their corporate overlords at Microsoft to create Destiny, a brand new universe that they hoped would become as iconic as Star Wars and Lord of the Rings—even as it nearly ripped their studio apart. Documenting the round-the-clock crunches, buggy-eyed burnout, and last-minute saves, Blood, Sweat, and Pixels is a journey through development hell—and ultimately a tribute to the dedicated diehards and unsung heroes who scale mountains of obstacles in their quests to create the best games imaginable.

    This definitive exposé reveals the shrouded world of ultra-high rollers and the Faustian pacts they forge with their hosts, the casino representatives whose job it is to part them from their fortunes. Private jets, penthouses, personal chefs, show-up money, rebates on losses, and the most beautiful women on Earth—nothing is too excessive. Whale Hunt in the Desert is the only book ever to examine the lifestyles and motivations of this rarest of breeds, as well as the highly guarded inner workings of the most money-oriented culture known to man.

    Increasingly, the decisions that affect our lives--where we go to school, whether we can get a job or a loan, how much we pay for health insurance--are being made not by humans, but by machines. In theory, this should lead to greater fairness: Everyone is judged according to the same rules.But as mathematician and data scientist Cathy O'Neil reveals, the mathematical models being used today are unregulated and uncontestable, even when they're wrong. Most troubling, they reinforce discrimination--propping up the lucky, punishing the downtrodden, and undermining our democracy in the process.

    Over the years, the show has examined such issues as genetic mutation, time travel, artificial intelligence, and even aliens. "What's Science Ever Done for Us?" examines these and many other topics through the lens of America's favorite cartoon.This spirited science guide will inform Simpsons fans and entertain science buffs with a delightful combination of fun and fact. It will be the perfect companion to the upcoming Simpsons movie.The Simpsons is a magnificent roadmap of modern issues in science. This completely unauthorized, informative, and fun exploration of the science and technology, connected with the world's most famous cartoon family, looks at classic episodes from the show to launch fascinating scientific discussions mixed with intriguing speculative ideas and a dose of humor. Could gravitational lensing create optical illusions, such as when Homer saw someone invisible to everyone else? Is the Coriolis effect strong enough to make all toilets in the Southern Hemisphere flush clockwise, as Bart was so keen to find out? If Earth were in peril, would it make sense to board a rocket, as Marge, Lisa, and Maggie did, and head to Mars? While Bart and Millhouse can't stop time and have fun forever, Paul Halpern explores the theoretical possibilities involving Einstein's theory of time dilation.Paul Halpern, PhD (Philadelphia, PA) is Professor of Physics and Mathematics at the University of the Sciences in Philadelphia and a 2002 recipient of a John Simon Guggenheim Memorial Fellowship. He is also the author of The Great Beyond (0-471-46595-X).

    It reveals not only the true story but how the legend evolved, taking advantage of hundreds of primary sources that have never been examined before, including legal documents, letters, articles, and records that have been buried in archives for more than a century. Although Holmes is just as famous now as he was in 1895, this deep analysis of contemporary materials makes clear how much of the previously known story came from reporters who were nowhere near the action, a dangerously unqualified new police chief, and lies invented by Holmes himself.

    And since it's not becoming for a cowboy to be arguing, I've made a few wagers in my day. But in my humble opinion, I'm no hustler. You see, neighbor, I never go looking for a sucker. I look for a champion and make a sucker out of him."Amarillo Slim might be the greatest gambler who ever lived, but it's his down-home charm and folksy storytelling that have made him an American idol and media darling. Slim is a legend, as American as Paul Bunyan, Jesse James, and P.T. Barnum. In Amarillo Slim in a World Full of Fat People, T.A. "Amarillo Slim" Preston will tell the tall tales of his fascinating life. Slim will describe some of his greatest gambling exploits -- from winning the World Series of Poker to creating extraordinary proposition bets to running the biggest black market in Europe during the war while giving pool exhibitions (read: hustling) on military bases for Uncle Sam. Among others, Slim beat Willie Nelson for $300,000 playing dominoes; Larry Flynt for $2 million playing poker. He has played poker with presidents Lyndon Johnson and Richard Nixon, and drug lords Pablo Escobar and Jimmy Chagra. He was also one of the pioneers of Las Vegas. Plain and simple, Amarillo Slim is America's greatest gambler of all time.

    Today’s efforts to revitalize and expand space travel is being driven not just by government agencies such as NASA, but also by visionaries such as Richard Branson (Virgin Galactic), Elon Musk (SpaceX), and Jeff Bezos (Blue Origin).To celebrate the 50th anniversary of the 1969 moon landing, this major documentary-drama series brings to life the past, present, and future of man’s exploration of space. Between 1969 and 1972, twelve Americans walked on the moon. You’ll get to experience the thrill of that era and much, much more.Narrated by Kate Mulgrew (Emmy Award and Golden Globe nominee for Orange Is the New Black; Obie Award winner for Iphigenia 2.0); TV: Star Trek: Voyager, film: Star Trek: Nemesis), The Space Race uses actual audio, original interviews, dramatic reconstructions, and first-hand accounts to tell the story of mankind’s first amazing steps off our world and onto the lunar surface.With unprecedented access, The Space Race takes listeners to Virgin Galactic’s space program in the Mojave Desert, features conversations with Buzz Aldrin, Gene Cernan, Sergei Krikalev, Tim Peake, and numerous key players at mission control. This Audible Original and takes you behind the scenes to see how these exciting adventures in outer space came to be.©2019 Audible, Ltd (P)2019 Audible, Ltd

    Simple yet addictive, Tetris delivers an irresistible, unending puzzle that has players hooked. Play it long enough and you’ll see those brightly colored geometric shapes everywhere. You’ll see them in your dreams.Alexey Pajitnov had big ideas about games. In 1984, he created Tetris in his spare time while developing software for the Soviet government. Once Tetris emerged from behind the Iron Curtain, it was an instant hit. Nintendo, Atari, Sega―game developers big and small all wanted Tetris. A bidding war was sparked, followed by clandestine trips to Moscow, backroom deals, innumerable miscommunications, and outright theft.In this graphic novel, New York Times–bestselling author Box Brown untangles this complex history and delves deep into the role games play in art, culture, and commerce. For the first time and in unparalleled detail, Tetris: The Games People Play tells the true story of the world’s most popular video game.

    In these cautionary tales of greedy gamblers, reckless businessmen, and ruthless con men, Sherlock Holmes uses his deep understanding of probability, statistics, decision theory, and game theory to solve crimes and protect the innocent. But it's not just the characters in these well-crafted stories that are deceived by statistics or fall prey to gambling fallacies. We all suffer from the results of poor decisions. In this illuminating collection, Bruce entertains while teaching us to avoid similar blunders. From "The Execution of Andrews" to "The Case of the Gambling Nobleman," there has never been a more exciting way to learn when to take a calculated risk-and how to spot a scam.