The doctor-patient relationship--the heart of medicine--is broken: doctors are too distracted and overwhelmed to truly connect with their patients, and medical errors and misdiagnoses abound. In Deep Medicine, leading physician Eric Topol reveals how artificial intelligence can help. AI has the potential to transform everything doctors do, from notetaking and medical scans to diagnosis and treatment, greatly cutting down the cost of medicine and reducing human mortality. By freeing physicians from the tasks that interfere with human connection, AI will create space for the real healing that takes place between a doctor who can listen and a patient who needs to be heard.Innovative, provocative, and hopeful, Deep Medicine shows us how the awesome power of AI can make medicine better, for all the humans involved.

    Married, successful and living a life she created from scratch, Brooklyn only needs one thing to feel complete- a baby. Unable to have one, she hires a surrogate in secret. And then she gets a positive pregnancy test of her own. But, just weeks before their due dates, Brooklyn’s surrogate vanishes and her perfectly crafted life begins to crumble.Desperate and running out of time, she does everything she can to find her missing baby before it is too late. But as she also tries to keep the disappearance, and her connection to the surrogate, under wraps, the media pounces on the story.Almost immediately the headlines turn against her in a flurry of secrets and lies. Her life, her business, and her family are all under attack. Why was the owner of an exclusive adoption center keeping a surrogate a secret? What happened to the heavily pregnant surrogate and Brooklyn's unborn child? Does her agency have anything to do with it?Does her husband?Does she?

    You'll learn how to install, configure, operate, manage, and secure the latest release.Covers all the new features and capabilities of the much-anticipated new release of VMware vSphere Discusses the planning, installation, operation, and management for the latest release Reviews migration to the latest vSphere software Offers hands-on instruction and clear explanations with real-world examples Mastering VMware vSphere is the strategic guide you need to maximize the opportunities of virtualization.

    

    Not since he killed the man I loved. And now he’s back.I have imagined this scene a million times. But nothing could prepare me for what he actually says:“I didn’t do it.”He must be lying. Because who pleads guilty to a murder they didn’t commit?He insists that with my help he can prove his innocence. But no one else will ever believe it. Everyone in our small town wants him gone. They’re all scared of him. And up here, with nothing but the mountains and forests surrounding us, I’m scared of him too.And then I see something in his blue eyes. As blue as the sky reflected in the lake on that last morning before my world fell apart: before the fire, the police and the red blood on the ferns. That look reminds me of everything we used to be and I realise I need to know the truth.No matter what it costs me…A dark, emotional story of a family shattered by a terrible crime that will make you wonder how well we truly know the ones you love. Fans of Claire McGowan and Teresa Driscoll will be totally gripped by this absolutely addictive read.

    If you majored in the humanities or social sciences, you were a fuzzy. If you majored in the computer sciences, you were a techie. This informal division has quietly found its way into a default assumption that has mistakenly led the business world for decades: that techies are the real drivers of innovation.But in this brilliantly contrarian book, Hartley reveals the counterintuitive reality of business today: it's actually the fuzzies-not the techies-who are playing the key roles in developing the most creative and successful new business ideas. They are often the ones who understand the life issues that need solving and offer the best approaches for doing so. They also bring the management and communication skills that are so vital to spurring growth.Hartley looks inside some of today's most dynamic new companies, reveals breakthrough fuzzy-techie collaborations, and explores how such collaborations work to create real innovation.

    But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications.Authors Jeremy Howard and Sylvain Gugger show you how to train a model on a wide range of tasks using fastai and PyTorch. You'll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes.Train models in computer vision, natural language processing, tabular data, and collaborative filteringLearn the latest deep learning techniques that matter most in practiceImprove accuracy, speed, and reliability by understanding how deep learning models workDiscover how to turn your models into web applicationsImplement deep learning algorithms from scratchConsider the ethical implications of your work

    In the next ten years, change will happen even faster. As Hillary Clinton's Senior Advisor for Innovation, Alec Ross travelled nearly a million miles to forty-one countries, the equivalent of two round-trips to the moon. From refugee camps in the Congo and Syrian war zones, to visiting the world's most powerful people in business and government, Ross's travels amounted to a four-year masterclass in the changing nature of innovation. In The Industries of the Future, Ross distils his observations on the forces that are changing the world. He highlights the best opportunities for progress and explains how countries thrive or sputter. Ross examines the specific fields that will most shape our economic future over the next ten years, including robotics, artificial intelligence, the commercialization of genomics, cybercrime and the impact of digital technology. Blending storytelling and economic analysis, he answers questions on how we will need to adapt. Ross gives readers a vivid and informed perspective on how sweeping global trends are affecting the ways we live, now and tomorrow.

    In Rise of the Robots, Silicon Valley entrepreneur Martin Ford argues that this is absolutely not the case. As technology continues to accelerate and machines begin taking care of themselves, fewer people will be necessary. Artificial intelligence is already well on its way to making “good jobs” obsolete: many paralegals, journalists, office workers, and even computer programmers are poised to be replaced by robots and smart software. As progress continues, blue and white collar jobs alike will evaporate, squeezing working- and middle-class families ever further. At the same time, households are under assault from exploding costs, especially from the two major industries—education and health care—that, so far, have not been transformed by information technology. The result could well be massive unemployment and inequality as well as the implosion of the consumer economy itself.In Rise of the Robots, Ford details what machine intelligence and robotics can accomplish, and implores employers, scholars, and policy makers alike to face the implications. The past solutions to technological disruption, especially more training and education, aren't going to work, and we must decide, now, whether the future will see broad-based prosperity or catastrophic levels of inequality and economic insecurity. Rise of the Robots is essential reading for anyone who wants to understand what accelerating technology means for their own economic prospects—not to mention those of their children—as well as for society as a whole.

    The idea of creating an artificial human is an old one. One of the earliest science-fictional novels, Frankenstein, concerned itself primarily with the hubris of creation, and one’s relationship to one’s creator. Later versions of this “artificial human” story (and indeed later adaptations of Frankenstein) changed the focus to more modernist questions… What is the nature of humanity? What does it mean to be human? These stories continued through the golden age of science fiction with Isaac Asimov’s I Robot story cycle, and then through post-modern iterations from new wave writers like Philip K. Dick. Today, this compelling science fiction trope persists in mass media narratives like Westworld and Ridley Scott’s Blade Runner, as well as twenty-first century science fiction novels like Charles Stross’s Saturn's Children and Paolo Bacigalupi’s The Windup Girl. The short stories in More Human than Human demonstrate the depth and breadth of artificial humanity in contemporary science fiction. Issues of passing . . . of what it is to be human . . . of autonomy and slavery and oppression, and yes, the hubris of creation; these ideas have fascinated us for at least two hundred years, and this selection of stories demonstrates why it is such an alluring and recurring conceit.

    AI is all the rage, and the buzziest AI buzz surrounds adaptive machine learning computer systems that learn intelligent behavior from massive amounts of data. This is what powers a driverless car, for example. In this book, Hector Levesque shifts the conversation to -good old fashioned artificial intelligence, - which is based not on heaps of data but on understanding commonsense intelligence. This kind of artificial intelligence is equipped to handle situations that depart from previous patterns -- as we do in real life, when, for example, we encounter a washed-out bridge or when the barista informs us there's no more soy milk.Levesque considers the role of language in learning. He argues that a computer program that passes the famous Turing Test could be a mindless zombie, and he proposes another way to test for intelligence -- the Winograd Schema Test, developed by Levesque and his colleagues. -If our goal is to understand intelligent behavior, we had better understand the difference between making it and faking it, - he observes. He identifies a possible mechanism behind common sense and the capacity to call on background knowledge: the ability to represent objects of thought symbolically. As AI migrates more and more into everyday life, we should worry if systems without common sense are making decisions where common sense is needed.

    But with a deadly military force tasked to find him at any cost, his odds are less than favorable.Now Isaak must decide whether to hold on to his humanity and face possible death…or to embrace his true nature in order to survive, at the risk of becoming the weapon he was made to be.In his debut, recording artist Simon Curtis has written a fast-paced, high-stakes novel that explores humanity, the ultimate power of empathy, and the greatest battle of all: love vs. fear.

    Along the tidal rivers of Malaysia, thousands of fireflies congregate and flash in unison; the moon spins in perfect resonance with its orbit around the earth; our hearts depend on the synchronous firing of ten thousand pacemaker cells. While the forces that synchronize the flashing of fireflies may seem to have nothing to do with our heart cells, there is in fact a deep connection. Synchrony is a science in its infancy, and Strogatz is a pioneer in this new frontier in which mathematicians and physicists attempt to pinpoint just how spontaneous order emerges from chaos. From underground caves in Texas where a French scientist spent six months alone tracking his sleep-wake cycle, to the home of a Dutch physicist who in 1665 discovered two of his pendulum clocks swinging in perfect time, this fascinating book spans disciplines, continents, and centuries. Engagingly written for readers of books such as Chaos and The Elegant Universe, Sync is a tour-de-force of nonfiction writing.

    But what we eat affects more than our bodies; it also affects our brains. And recent studies have shown that diet can have a profound impact on mental health conditions ranging from ADHD to depression, anxiety, sleep disorders, OCD, dementia and beyond.A triple threat in the food space, Dr. Uma Naidoo is a board-certified psychiatrist, nutrition specialist, and professionally trained chef. In This Is Your Brain on Food, she draws on cutting-edge research to explain the many ways in which food contributes to our mental health, and shows how a sound diet can help treat and prevent a wide range of psychological and cognitive health issues.Packed with fascinating science, actionable nutritional recommendations, and delicious, brain-healthy recipes, This Is Your Brain on Food is the go-to guide to optimizing your mental health with food.

    His tragic suicide in 2013 at the age of twenty-six after being aggressively prosecuted for copyright infringement shocked the nation and the world.Here for the first time in print is revealed the quintessential Aaron Swartz: besides being a technical genius and a passionate activist, he was also an insightful, compelling, and cutting essayist. With a technical understanding of the Internet and of intellectual property law surpassing that of many seasoned professionals, he wrote thoughtfully and humorously about intellectual property, copyright, and the architecture of the Internet. He wrote as well about unexpected topics such as pop culture, politics both electoral and idealistic, dieting, and lifehacking. Including three in-depth and previously unpublished essays about education, governance, and cities, The Boy Who Could Change the World contains the life’s work of one of the most original minds of our time.