Each chapter contains integrated worked examples and chapter tests. This edition has the ancillary ATLAST computer exercise guide and new MATLAB and Maple guides.

    You've no doubt read your fair share of media hype either proclaiming doom and gloom where robots seize our jobs or prophesying a new utopia where AI cures all our human problems. But what does it actually mean for your role as a business leader? Applied Artificial Intelligence is a practical guide for business leaders who are passionate about leveraging machine intelligence to enhance the productivity of their organizations and the quality of life in their communities. If you want to drive innovation by combining data, technology, design, and people to solve real problems at an enterprise scale, this is your playbook. This book does not overload you with details on debugging TensorFlow code nor bore you with generalizations about the future of humanity. Instead, we teach you how to lead successful AI initiatives by prioritizing the right opportunities, building a diverse team of experts, conducting strategic experiments, and consciously designing your solutions to benefit both your organization and society as a whole. This book is focused on helping you drive concrete business decisions through applications of artificial intelligence and machine learning. Written with the combined knowledge of three experts in the field, Applied Artificial Intelligence is the best practical guide for business leaders looking to get true value from the adoption of machine learning technology. If you have questions such as... *What is artificial intelligence (AI)? *How do I distinguish true value from AI hype? *What are the best business use cases for AI established so far? *How do I identify the best business case for AI adoption and evaluate opportunities? *Should I build or buy an AI platform? *How do I find and recruit top AI talent for my enterprise? *How will incorporating AI into my business increase revenue or decrease costs? *How can I facilitate AI adoption within my company? ... then this handbook provides you with answers. Who is this book for? * Managers and business professionals * Marketers, product managers and business strategists * Entrepreneurs, founders and startups team members * Consultants, advisors and educators * Engineers and data scientists who want to work with business units And everyone else who is interested in using artificial intelligence and machine learning to improve business processes.

    Corporations & government agencies around the world are pouring billions into achieving AI’s Holy Grail—human-level intelligence. Once AI has attained it, scientists argue, it will have survival drives much like our own. We may be forced to compete with a rival more cunning, more powerful & more alien than we can imagine. Thru profiles of tech visionaries, industry watchdogs & groundbreaking AI systems, James Barrat's Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? Will they allow us to?

    This was the warning which Friedrich Hayek, the great architect of the 20th-century revival of classical liberal ideas, issued in 1949 with this essay. Hayek described intellectuals as 'professional second-hand dealers in ideas', people who are in a position to become familiar with new ideas and to promote them through their writings and speeches.He believed the importance of this class had been ignoted by supporters of the free market, with serious consequences. For example, socialism had never, and nowhere, been at first a working-class movement. It adoption by policy makers had been preceded by a long period in which it had been of interest only to intellectuals, who had promoted it relentlessly. Hayek believe that the classical liberal ideal of liberty and free markets had lost its appeal for young, intelligent people: the challenge was to 'make the building of a free society once more an intellectual adventure'. Hayek ended the essay by asking: 'Will it be in time?' A foreword by Edwin J. Feulner, President of the Heritage Foundation, and an introduction by John Blundell, General Director of the IEA, testify to the impact of this essay, together with Hayek's other writings, in stimulating the backlash against socialism through the many institutes founded by those who were won over to classical liberal ideas - just in time.

     A young physics student starts a revolutionary new marketplace immune to State coercion; he ends up ordering hits on people because they might threaten his great experiment, and is jailed for life without parole. Fully automated contractual systems are proposed to make business and the law work better; the contracts people actually write are unregulated penny stock offerings whose fine print literally states that you are buying nothing of any value. The biggest crowdfunding in history attracts $150 million on the promise that it will embody “the steadfast iron will of unstoppable code”; upon release it is immediately hacked, and $50 million is stolen. How did we get here? David Gerard covers the origins and history of Bitcoin to the present day, the other cryptocurrencies it spawned including Ethereum, the ICO craze and the 2017 crypto bubble, and the attempts to apply blockchains and smart contracts to business. Plus a case study on blockchains in the music industry. Bitcoin and blockchains are not a technology story, but a psychology story. Remember: if it sounds too good to be true, it almost certainly is.

    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.

    Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human.Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wear­able sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manu­facturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials.The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individu­als. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frame­works that advance progress.

    America is the land of the free, after all. Does it really matter whether our politicians bend the truth here and there?When the truth is traded for lies, our freedoms are diminished and don't return.In Lies the Government Told You, Judge Andrew P. Napolitano reveals how America's freedom, as guaranteed by the U.S. Constitution, has been forfeited by a government more protective of its own power than its obligations to preserve our individual liberties."Judge Napolitano's tremendous knowledge of American law, history, and politics, as well as his passion for freedom, shines through in Lies the Government Told You , as he details how throughout American history, politicians and government officials have betrayed the ideals of personal liberty and limited government."--Congressman Ron Paul, M.D. (R-TX), from the Foreword

    Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.

    He was Stalin’s closest henchman. At one time he had a million armed men under his direct personal command. He was a sadist and a mass murderer. And he was also a vicious rapist with a compulsive appetite for young girls. This is possible: Beria may have kept a private diary in which he lovingly recorded his sexual activities, his murders, various scandals involving men now highly placed in the Soviet hierarchy — and the true facts of Stalin’s death. This is certain: The publication of Beria’s diary would cause the greatest political scandal the world has ever known — and set off a deadly manhunt for those responsible for its release … The private diaries of Beria — Stalin’s notorious chief of secret police — are a lurid, shattering indictment of Russian political methods and contain a new account of what really happened at Stalin’s death. They confirm Beria as one of the greatest human monsters of our time, both in his personal life and in his political manipulations of top Soviet politicians, some of whom are in power today. The Beria Papers are sold to an American publisher for three million dollars. On publication they are an immediate, sensational bestseller. They cause panic in Moscow and outrage everywhere — even in the upper echelons of the U.S. government, where there is fear that such revelations will create a dangerous precedent in smear campaigns against world leaders. So the world’s two most powerful secret services — the Soviet KGB and the American CIA — are ordered to track down the book’s origin. Their investigations range from New York to Washington, to London, Moscow, Munich, Budapest, Vienna and finally to a small island in the Indian Ocean where the activities of the two secret agencies come horrifically together. But can The Beria Papers possibly be a hoax? Praise for The Beria Papers: ‘Intriguing and gripping … compulsively exciting’ - Sunday Express ‘Both exciting and really convincing … fascinating. Part adventure, part thriller, part a documentary of might-have-been history, The Beria Papers is the best thing of its kind for a long time.’ - Sunday Times ‘The most interesting and original thriller since The Odessa File … a sharp and intelligent thriller that cries out for filming.’ - Daily Mail ‘Intriguing and gripping … not merely compulsively exciting entertainment, it is also so well researched and the background appears so absolutely authentic that the whole fantastic story could just be true.’ - Sunday Express Alan Emlyn Williams(born 1935) is an ex-foreign correspondent, novelist and writer of thrillers. He was educated at Stowe, Grenoble and Heidelberg Universities, and at King's College, Cambridge where he graduated in 1957 with a B.A. in modern languages. His father was the actor and writer Emlyn Williams.

    

    They have universally been proven wrong. Meanwhile, those who have bet on human resourcefulness have almost always been correct.In his widely praised book Ecoscam, Ronald Bailey strongly countered environmentalist alarmism, using facts to demonstrate just how wildly overstated many claims of impending ecological doom really were. Now, twenty years later, the Reason Magazine science correspondent is back to assess the future of humanity and the global biosphere. Bailey finds, contrary to popular belief, that many present ecological trends are quite positive. Including: Falling cancer incidence rates in the United States. The likelihood of a declining world population by mid-century. The abundant return of agricultural land to nature as the world reaches peak farmland. A proven link between increases in national wealth and reductions in air and water pollution Global warming is a problem, but the cost of clean energy could soon fall below that of fossil fuels.In The End of Doom, Bailey avoids polemics and offers a balanced, fact-based and ultimately hopeful perspective on our current environmental situation. Now isn't that a breath of fresh air?

    But are you using it to “out-think” your rivals? If not, you may be missing out on a potent competitive tool.In Competing on Analytics: The New Science of Winning, Thomas H. Davenport and Jeanne G. Harris argue that the frontier for using data to make decisions has shifted dramatically. Certain high-performing enterprises are now building their competitive strategies around data-driven insights that in turn generate impressive business results. Their secret weapon? Analytics: sophisticated quantitative and statistical analysis and predictive modeling.Exemplars of analytics are using new tools to identify their most profitable customers and offer them the right price, to accelerate product innovation, to optimize supply chains, and to identify the true drivers of financial performance. A wealth of examples—from organizations as diverse as Amazon, Barclay’s, Capital One, Harrah’s, Procter & Gamble, Wachovia, and the Boston Red Sox—illuminate how to leverage the power of analytics.

    This well-established two-book course is designed for class teaching and private study leading to GCSE examinations in mathematics and further Mathematics at A Level.

    Rather than a "how to" for hands-on techies, the book entices lay-readers and experts alike by covering new case studies and the latest state-of-the-art techniques.You have been predicted — by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you're going to click, buy, lie, or die.Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.How? Prediction is powered by the world's most potent, booming unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn.Predictive analytics unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future — lifting a bit of the fog off our hazy view of tomorrow — means pay dirt.In this rich, entertaining primer, former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: -What type of mortgage risk Chase Bank predicted before the recession. -Predicting which people will drop out of school, cancel a subscription, or get divorced before they are even aware of it themselves. -Why early retirement decreases life expectancy and vegetarians miss fewer flights. -Five reasons why organizations predict death, including one health insurance company. -How U.S. Bank, European wireless carrier Telenor, and Obama's 2012 campaign calculated the way to most strongly influence each individual. -How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! -How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. -How judges and parole boards rely on crime-predicting computers to decide who stays in prison and who goes free. -What's predicted by the BBC, Citibank, ConEd, Facebook, Ford, Google, IBM, the IRS, Match.com, MTV, Netflix, Pandora, PayPal, Pfizer, and Wikipedia. A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate.Predictive analytics transcends human perception. This book's final chapter answers the riddle: What often happens to you that cannot be witnessed, and that you can't even be sure has happened afterward — but that can be predicted in advance?Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.