Today, Data is the vital raw material of the information economy. The explosive abundance of this digital asset, more than doubling every two years, is creating a new world of opportunity and challenge.Data-ism is about this next phase, in which vast, Internet-scale data sets are used for discovery and prediction in virtually every field. It is a journey across this emerging world with people, illuminating narrative examples, and insights. It shows that, if exploited, this new revolution will change the way decisions are made—relying more on data and analysis, and less on intuition and experience—and transform the nature of leadership and management.Lohr explains how individuals and institutions will need to exploit, protect, and manage their data to stay competitive in the coming years. Filled with rich examples and anecdotes of the various ways in which the rise of Big Data is affecting everyday life it raises provocative questions about policy and practice that have wide implications for all of our lives.

    Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.

    Through the lives of Geoff Hinton and other major players, Metz explains this transformative technology and makes the quest thrilling.--Walter Isaacson, author of The Code Breaker Recipient of starred reviews in both Kirkus and Library JournalTHE UNTOLD TECH STORY OF OUR TIMEWhat does it mean to be smart? To be human? What do we really want from life and the intelligence we have, or might create?With deep and exclusive reporting, across hundreds of interviews, New York Times Silicon Valley journalist Cade Metz brings you into the rooms where these questions are being answered. Where an extraordinarily powerful new artificial intelligence has been built into our biggest companies, our social discourse, and our daily lives, with few of us even noticing.Long dismissed as a technology of the distant future, artificial intelligence was a project consigned to the fringes of the scientific community. Then two researchers changed everything. One was a sixty-four-year-old computer science professor who didn't drive and didn't fly because he could no longer sit down--but still made his way across North America for the moment that would define a new age of technology. The other was a thirty-six-year-old neuroscientist and chess prodigy who laid claim to being the greatest game player of all time before vowing to build a machine that could do anything the human brain could do.They took two very different paths to that lofty goal, and they disagreed on how quickly it would arrive. But both were soon drawn into the heart of the tech industry. Their ideas drove a new kind of arms race, spanning Google, Microsoft, Facebook, and OpenAI, a new lab founded by Silicon Valley kingpin Elon Musk. But some believed that China would beat them all to the finish line.Genius Makers dramatically presents the fierce conflict between national interests, shareholder value, the pursuit of scientific knowledge, and the very human concerns about privacy, security, bias, and prejudice. Like a great Victorian novel, this world of eccentric, brilliant, often unimaginably yet suddenly wealthy characters draws you into the most profound moral questions we can ask. And like a great mystery, it presents the story and facts that lead to a core, vital question:How far will we let it go?

    The Perfection Point is ideal for sports fans interested in the scientific basis of athletic excellence and a fascinating read for science fans interested in the physics of sports.

    The artificial intelligence system, created by DeepMind, had been fed nothing but the rules of the Royal Game when it beat the world’s strongest chess engine in a prolonged match. The selection of ten games published in December 2017 created a worldwide sensation: how was it possible to play in such a brilliant and risky style and not lose a single game against an opponent of superhuman strength?For Game Changer, Matthew Sadler and Natasha Regan investigated more than two thousand previously unpublished games by AlphaZero. They also had unparalleled access to its team of developers and were offered a unique look ‘under the bonnet’ to grasp the depth and breadth of AlphaZero’s search. Sadler and Regan reveal its thinking process and tell the story of the human motivation and the techniques that created AlphaZero.Game Changer also presents a collection of lucidly explained chess games of astonishing quality. Both professionals and club players will improve their game by studying AlphaZero’s stunning discoveries in every field that matters: opening preparation, piece mobility, initiative, attacking techniques, long-term sacrifices and much more.The story of AlphaZero has a wider impact. Game Changer offers intriguing insights into the opportunities and horizons of Artificial Intelligence. Not just in solving games, but in providing solutions for a wide variety of challenges in society.With a foreword by former World Chess Champion Garry Kasparov and an introduction by DeepMind CEO Demis Hassabis.Matthew Sadler (1974) is a Grandmaster who twice won the British Championship and was awarded an individual Gold Medal at the 1996 Olympiad. He has authored several highly acclaimed books on chess and has been writing the famous ‘Sadler on Books’ column for New In Chess magazine for many years. Natasha Regan is a Women’s International Master from England who achieved a degree in mathematics from Cambridge University. Matthew Sadler and Natasha Regan won the English Chess Federation 2016 Book of the Award for their book Chess for Life.

    For all of neuroscience's advances, we've made little progress on its biggest question: How do simple cells in the brain create intelligence? Jeff Hawkins and his team discovered that the brain uses maplike structures to build a model of the world-not just one model, but hundreds of thousands of models of everything we know. This discovery allows Hawkins to answer important questions about how we perceive the world, why we have a sense of self, and the origin of high-level thought.

    Polya, How to Solve It will show anyone in any field how to think straight. In lucid and appealing prose, Polya reveals how the mathematical method of demonstrating a proof or finding an unknown can be of help in attacking any problem that can be reasoned out--from building a bridge to winning a game of anagrams. Generations of readers have relished Polya's deft--indeed, brilliant--instructions on stripping away irrelevancies and going straight to the heart of the problem.

    And, should you ever get to hold one, you will find the human heart to be rubbery and shockingly light.'What Could Possibly Go Wrong? is a report from the front line of emergency medicine, the first ever account of what it is like to work as an air ambulance doctor. Whether describing cutting through a patient's breastbone to plug a stab wound or barrel rolling a light aircraft at 5,000 feet, Tony Bleetman captures the sheer adrenaline of racing through the sky to save lives. You will learn how to land a helicopter on the side of a mountain, what it means to encounter death every day, and how to perform a tracheotomy in real life (clue: it doesn’t involve a ball-point pen).Funny, shocking and moving, What Could Possibly Go Wrong? is a glimpse at a world where the wrong decision can mean the difference between life and death.Originally published as You Can't Park There: The Highs and Lows of an Air Ambulance Doctor.

    We nevertheless muddle through even in the absence of theories of how to act. But how do we do it?In Probably Approximately Correct, computer scientist Leslie Valiant presents a masterful synthesis of learning and evolution to show how both individually and collectively we not only survive, but prosper in a world as complex as our own. The key is “probably approximately correct” algorithms, a concept Valiant developed to explain how effective behavior can be learned. The model shows that pragmatically coping with a problem can provide a satisfactory solution in the absence of any theory of the problem. After all, finding a mate does not require a theory of mating. Valiant’s theory reveals the shared computational nature of evolution and learning, and sheds light on perennial questions such as nature versus nurture and the limits of artificial intelligence.Offering a powerful and elegant model that encompasses life’s complexity, Probably Approximately Correct has profound implications for how we think about behavior, cognition, biological evolution, and the possibilities and limits of human and machine intelligence.

    Within days of their first meeting in 2003, they were planning a life together, and soon they were inseparable as Michael became ever more integrated into Marilu’s family. But after only months they were thrown the ultimate curveball: Michael was diagnosed with bladder cancer, and then lung cancer. Marilu refused to lose the love of her life so easily. With the knowledge she had gained on her own health journey, chronicled in several of her bestselling books, Marilu set about finding a path for Michael that would use the best of Eastern and Western medicine to beat his cancers and return Michael to optimal health. Michael eschewed most traditional treatments and with Marilu’s help—aided by knowledgeable and sympathetic doctors—he forged his own path. In this moving and informative book, Marilu tells the story of their fast-paced romance and how this contrasted with the day-to-day battle for Michael’s life. Michael tells the story from his point of view: the search for the cause of his cancer, the mental anguish he felt as he realized how responsible he was for his condition, the physical and mental hardships that he had to overcome, and the triumph of love that made it all worthwhile. Not a “how-to” book in the traditional sense, Changing Normal is a book of empowerment, a call for all those facing similar challenges to take responsibility for their lives, to search for the causes of their illness and address them directly. Written with an engaging voice, a sense of humor, and life-changing wisdom, Changing Normal is a personal and touching look at how Marilu and Michael faced down a cancer diagnosis and came out the other side happier, healthier, and more in love than ever.

    We want to be able to figure out who will win an election, if the stock market will crash, or if a suspect definitely committed a crime. But the odds are not in our favor. Life is full of uncertainty --- indeed, scientific advances indicate that the universe might be fundamentally inexact --- and humans are terrible at guessing. When asked to predict the outcome of a chance event, we are almost always wrong.Thankfully, there is hope. As award-winning mathematician Ian Stewart reveals, over the course of history, mathematics has given us some of the tools we need to better manage the uncertainty that pervades our lives. From forecasting, to medical research, to figuring out how to win Let's Make a Deal, Do Dice Play God? is a surprising and satisfying tour of what we can know, and what we never will.

    This book offers an excellent foundation in ethical decision-making for current and future business managers and IT professionals.

    Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of their organization’s massive data sets and applying their findings to real-world business scenarios. From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you’ll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization. Provides a background in data science fundamentals before moving on to working with relational databases and unstructured data and preparing your data for analysis Details different data visualization techniques that can be used to showcase and summarize your data Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark It’s a big, big data world out there – let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.

    A book to help everyone affected by disease of the gallbladder or bile ducts.If you are having gallbladder problems, whether you have already lost it or not, this book tells you what to do. Gallbladder disease can be painful and frightening, which explains why many people are rushed off to surgery to have their gallbladder removed. Is this the best thing to do? Are we panicking? These decisions are complex and serious and thus it takes an expert in liver and gallbladder problems like Dr Sandra Cabot to help you make sense of it.Your gallbladder is precious and supports optimal digestion and absorption of nutrients and some people have complications after surgery, some people still have the same pain after surgery some people never feel well after having their gallbladder removed.Thankfully, Dr Cabot has written this book to help you and your doctor make the best decisions.In most cases there are safe natural alternatives that can help you to save your gallbladder, dissolve stones and restore healthy gallbladder and liver function.In this book you will find the following information:Types of gallbladder disorders covered in this bookRisk factors for gallbladder diseaseSymptoms of gallbladder dysfunctionSymptoms of a gallbladder attackThe natural treatment of gallstonesThe seven essential strategies for treating gallbladder disease1. Keep the bile fluid and keep it moving - ie. prevent bile stasis and bile sludge2. The best foods and herbs for the gallbladderRaw vegetable juice for the gallbladderGreen goodness soup for the gallbladderRaw beetroot salad for the gallbladder3. Keep your bowel moving and avoid constipation4. Take the right nutrients necessary for healthy bile5. Reduce cholesterol6. Avoid problem foods and fix your digestionCoeliac disease and gallstonesFood allergies and gallstones7. Eat the right fatsFirst aid remedies for easing the pain of a gallbladder attackTo flush or not to flush: when is it safe and appropriate to do a gallbladder flush?Safe and effective gallbladder flushGallbladder remedies cheat sheetsummary of the most important pointsBasic structure and function of the gallbladderWhat goes wrong - why do gallstones form?Thick and stagnant bile - a recipe for stone formationDiagnosis of gallbladder diseaseBlood testsWhat if it’s not your gallbladder after all?The conventional medical treatment of gallstonesNon-surgical medical treatments for gallstonesSometimes it has to go!Signs and symptoms that indicate your gallbladder should come outOther conditions affecting the gallbladder or bile ducts.95Gallbladder conditions during pregnancyHow to live well without a gallbladderStrategies for maintaining good health without a gallbladderRecipes and Food IdeasSuper Quick Shopping Listwww.sandracabot.comwww.liverdoctor.comwww.cabothealth.com.au

    Written with Barnard’s cooperation and with input from dozens of associates, drivers and rivals, this biography tells the entire story, both personal and professional, of a British design genius. Barnard’s technical achievements are explored in detail — and in accessible language — with special emphasis on his brilliant initiatives while at McLaren (the first carbon-fibre composite chassis) and Ferrari (the first semi-automatic gearbox). The Perfect Car is also a human-interest story, telling a tale of innovation under intense pressure while Barnard endeavoured to maintain a stable family life. This is a landmark book that will be relished by anyone interested in motorsport and design.