Over the past few decades there has been a revolution in terms of who controls knowledge and information. This rapid change has imperiled the way we think. Without pausing to consider the cost, the world has rushed to embrace the products and services of four titanic corporations. We shop with Amazon; socialize on Facebook; turn to Apple for entertainment; and rely on Google for information. These firms sell their efficiency and purport to make the world a better place, but what they have done instead is to enable an intoxicating level of daily convenience. As these companies have expanded, marketing themselves as champions of individuality and pluralism, their algorithms have pressed us into conformity and laid waste to privacy. They have produced an unstable and narrow culture of misinformation, and put us on a path to a world without private contemplation, autonomous thought, or solitary introspection--a world without mind. In order to restore our inner lives, we must avoid being coopted by these gigantic companies, and understand the ideas that underpin their success.Elegantly tracing the intellectual history of computer science--from Descartes and the enlightenment to Alan Turing to Stuart Brand and the hippie origins of today's Silicon Valley--Foer exposes the dark underpinnings of our most idealistic dreams for technology. The corporate ambitions of Google, Facebook, Apple, and Amazon, he argues, are trampling longstanding liberal values, especially intellectual property and privacy. This is a nascent stage in the total automation and homogenization of social, political, and intellectual life. By reclaiming our private authority over how we intellectually engage with the world, we have the power to stem the tide.At stake is nothing less than who we are, and what we will become. There have been monopolists in the past but today's corporate giants have far more nefarious aims. They're monopolists who want access to every facet of our identities and influence over every corner of our decision-making. Until now few have grasped the sheer scale of the threat. Foer explains not just the looming existential crisis but the imperative of resistance.

    Over time, eight key technologies gradually freed us from the limitations of our animal origins.The fabrication of weapons, the mastery of fire, and the technologies of clothing and shelter radically restructured the human body, enabling us to walk upright, shed our body hair, and migrate out of tropical Africa. Symbolic communication transformed human evolution from a slow biological process into a fast cultural process. The invention of agriculture revolutionized the relationship between humanity and the environment, and the technologies of interaction led to the birth of civilization. Precision machinery spawned the industrial revolution and the rise of nation-states; and in the next metamorphosis, digital technologies may well unite all of humanity for the benefit of future generations.Synthesizing the findings of primatology, paleontology, archeology, history, and anthropology, Richard Currier reinterprets and retells the modern narrative of human evolution that began with the discovery of Lucy and other Australopithecus fossils. But the same forces that allowed us to integrate technology into every aspect of our daily lives have also brought us to the brink of planetary catastrophe. Unbound explains both how we got here and how human society must be transformed again to achieve a sustainable future.Technology: “The deliberate modification of any natural object or substance with forethought to achieve a specific end or to serve a specific purpose.”

    In Reefer Madness the best-selling author of Fast Food Nation turns his exacting eye on the underbelly of the American marketplace and its far-reaching influence on our society. Exposing three American mainstays — pot, porn, and illegal immigrants — Eric Schlosser shows how the black market has burgeoned over the past several decades. He also draws compelling parallels between underground and overground: how tycoons and gangsters rise and fall, how new technology shapes a market, how government intervention can reinvigorate black markets as well as mainstream ones, and how big business learns — and profits — from the underground. Reefer Madness is a powerful investigation that illuminates the shadow economy and the culture that casts that shadow.(back cover)

    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.

    Luce argues that we are on a menacing trajectory brought about by ignorance of what it took to build the West, arrogance towards society's economic losers, and complacency about our system's durability--attitudes that have been emerging since the fall of the Berlin Wall. We cannot move forward without a clear diagnosis of what has gone wrong. Unless the West can rekindle an economy that produces gains for the majority of its people, its political liberties may be doomed. The West's faith in history teaches us to take democracy for granted. Reality tells us something troublingly different.Combining on-the-ground reporting with intelligent synthesis of the literature and economic analysis, Luce offers a detailed projection of the consequences of the Trump administration, the rise of European populism, and a forward-thinking analysis of what those who believe in enlightenment values must do to defend them from the multiple onslaughts they face in the coming years.

     If you have ever found yourself lost halfway through other introductory materials on this topic, this is the book for you. If you don't understand set terminology such as vectors, hyperplanes, and centroids, then this is also the book for you. This starter course isn't a picture story book but does include many visual examples that break algorithms down into a digestible and practical format. As a starter course, this book connects the dots and offers the crash course I wish I had when I first started. The kind of guide I wish had before I started taking on introductory courses that presume you’re two days away from an advanced mathematics exam. That’s why this introductory course doesn’t go further on the subject than other introductory books, but rather, goes a step back. A half-step back in order to help everyone make his or her first strides in machine learning and is an ideal study companion for the visual learner. In this step-by-step guide you will learn: - How to download free datasets - What tools and software packages you need - Data scrubbing techniques, including one-hot encoding, binning and dealing with missing data - Preparing data for analysis, including k-fold Validation - Regression analysis to create trend lines - Clustering, including k-means and k-nearest Neighbors - Naive Bayes Classifier to predict new classes - Anomaly detection and SVM algorithms to combat anomalies and outliers - The basics of Neural Networks - Bias/Variance to improve your machine learning model - Decision Trees to decode classification Please feel welcome to join this starter course by buying a copy, or sending a free sample to your preferred device.

    They are with us today and will become increasingly common in coming years, along with virtual reality and digital personal assistants. As these tools advance deeper into everyday use, they raise the question—how will they transform society, the economy, and politics? If companies need fewer workers due to automation and robotics, what happens to those who once held those jobs and don't have the skills for new jobs? And since many social benefits are delivered through jobs, how are people outside the workforce for a lengthy period of time going to earn a living and get health care and social benefits? Looking past today's headlines, political scientist and cultural observer Darrell M. West argues that society needs to rethink the concept of jobs, reconfigure the social contract, move toward a system of lifetime learning, and develop a new kind of politics that can deal with economic dislocations. With the U.S. governance system in shambles because of political polarization and hyper-partisanship, dealing creatively with the transition to a fully digital economy will vex political leaders and complicate the adoption of remedies that could ease the transition pain. It is imperative that we make major adjustments in how we think about work and the social contract in order to prevent society from spiraling out of control. This book presents a number of proposals to help people deal with the transition from an industrial to a digital economy. We must broaden the concept of employment to include volunteering and parenting and pay greater attention to the opportunities for leisure time. New forms of identity will be possible when the "job" no longer defines people's sense of personal meaning, and they engage in a broader range of activities. Workers will need help throughout their lifetimes to acquire new skills and develop new job capabilities. Political reforms will be necessary to reduce polarization and restore civility so there can be open and healthy debate about where responsibility lies for economic well-being. This book is an important contribution to a discussion about tomorrow—one that needs to take place today.

    With timeless prose and timely arguments, Why the New Deal Matters powerfully connects that era to our own.”—Kevin M. Kruse, Princeton University The greatest peaceable expression of common purpose in U.S. history, the New Deal altered Americans' relationship with politics, economics, and one another in ways that continue to resonate today. No matter where you look in America, there is likely a building or bridge built through New Deal initiatives. If you have taken out a small business loan backed by the federal government or drawn unemployment insurance, you can thank the New Deal. While certainly flawed in many aspects—the New Deal was implemented by a Democratic Party still beholden to the segregationist South for its majorities in Congress and the Electoral College—the New Deal functioned as a bulwark of American democracy in hard times. This book looks at how this legacy, both for good and ill, informs the current debates around governmental responses to crises.

    Henrietta Lacks was a poor Southern tobacco farmer whose cervical cancer cells taken without her knowledge in 1951 treatment, have been vital in fighting polio, cancer, and viruses. Topics are race, bioethics, research, rights, family, and whether we control our cells.

    In the 20th century, it was Americanized. Now, in the 21st century, the world is being Asianized.The “Asian Century” is even bigger than you think. Far greater than just China, the new Asian system taking shape is a multi-civilizational order spanning Saudi Arabia to Japan, Russia to Australia, Turkey to Indonesia—linking five billion people through trade, finance, infrastructure, and diplomatic networks that together represent 40 percent of global GDP. China has taken a lead in building the new Silk Roads across Asia, but it will not lead it alone. Rather, Asia is rapidly returning to the centuries-old patterns of commerce, conflict, and cultural exchange that thrived long before European colonialism and American dominance. Asians will determine their own future—and as they collectively assert their interests around the world, they will determine ours as well. There is no more important region of the world for us to better understand than Asia – and thus we cannot afford to keep getting Asia so wrong. Asia’s complexity has led to common misdiagnoses: Western thinking on Asia conflates the entire region with China, predicts imminent World War III around every corner, and regularly forecasts debt-driven collapse for the region’s major economies. But in reality, the region is experiencing a confident new wave of growth led by younger societies from India to the Philippines, nationalist leaders have put aside territorial disputes in favor of integration, and today’s infrastructure investments are the platform for the next generation of digital innovation. If the nineteenth century featured the Europeanization of the world, and the twentieth century its Americanization, then the twenty-first century is the time of Asianization. From investment portfolios and trade wars to Hollywood movies and university admissions, no aspect of life is immune from Asianization. With America’s tech sector dependent on Asian talent and politicians praising Asia’s glittering cities and efficient governments, Asia is permanently in our nation’s consciousness. We know this will be the Asian century. Now we finally have an accurate picture of what it will look like.

    

    In fact it was a dramatic caesura of global significance that spiraled around the world, from the financial markets of the UK and Europe to the factories and dockyards of Asia, the Middle East, and Latin America, forcing a rearrangement of global governance. In the United States and Europe, it caused a fundamental reconsideration of capitalist democracy, eventually leading to the war in the Ukraine, the chaos of Greece, Brexit, and Trump.It was the greatest crisis to have struck Western societies since the end of the Cold War, but was it inevitable? And is it over? Crashed is a dramatic new narrative resting on original themes: the haphazard nature of economic development and the erratic path of debt around the world; the unseen way individual countries and regions are linked together in deeply unequal relationships through financial interdependence, investment, politics, and force; the ways the financial crisis interacted with the spectacular rise of social media, the crisis of middle-class America, the rise of China, and global struggles over fossil fuels.Finally, Tooze asks, given this history, what now are the prospects for a liberal, stable, and coherent world order?

    He watched in bewilderment as a small pro-Tibet protest was overrun by thousands of angry Chinese students. Where did they come from? Why were they so aggressive? And what gave them the right to shut down others exercising their democratic right to protest? The authorities did nothing about it, and what he saw stayed with him.In 2016 it was revealed that wealthy Chinese businessmen linked to the Chinese Communist Party had become the largest donors to both major political parties. Hamilton realised something big was happening, and decided to investigate the Chinese government’s influence in Australia. What he found shocked him. From politics to culture, real estate to agriculture, universities to unions, and even in our primary schools, he uncovered compelling evidence of the Chinese Communist Party’s infiltration of Australia. Sophisticated influence operations target Australia’s elites, and parts of the large Chinese-Australian diaspora have been mobilised to buy access to politicians, limit academic freedom, intimidate critics, collect information for Chinese intelligence agencies, and protest in the streets against Australian government policy. It’s no exaggeration to say the Chinese Communist Party and Australian democracy are on a collision course. The CCP is determined to win, while Australia looks the other way.Thoroughly researched and powerfully argued, Silent Invasion is a sobering examination of the mounting threats to democratic freedoms Australians have for too long taken for granted. Yes, China is important to our economic prosperity; but, Hamilton asks, how much is our sovereignty as a nation worth?‘Anyone keen to understand how China draws other countries into its sphere of influence should start with Silent Invasion. This is an important book for the future of Australia. But tug on the threads of China’s influence networks in Australia and its global network of influence operations starts to unravel.’ –Professor John Fitzgerald, author of Big White Lie: Chinese Australians in White Australia

    Were the futurists and SF writers of the day just wrong? Or has something more interesting and important happened? Will we ever get flying cars? This book offers a compelling analysis of the past and a surprising view of the future.

    They would decide how Hong Kong would be handed over to the People’s Republic of China and how Chinese business tycoons Henry Fok and Li Ka-Shing would help Deng Xiaoping realize the Chinese Communist Party’s domestic and global ambitions. That meeting would not only change Vancouver but the world. Billions of dollars in Chinese investment would soon reach the shores of North America’s Pacific coast. B.C. government casinos became a tool for global criminals to import deadly narcotics into Canada and launder billions of drug cash into Vancouver real estate. And it didn't happen by accident. A cast of accomplices - governments hungry for revenue, casino, and real estate companies with ties to shady offshore wealth, professional facilitators including lawyers and bankers, an aimless RCMP that gave organized crime room to grow - all combined to cause this tragedy. There was greed, folly, corruption, conspiracy, and wilful blindness.Decades of bad policy allowed drug cartels, first and foremost the Big Circle Boys - powerful transnational narco-kingpins with ties to corrupt Chinese officials, real estate tycoons, and industrialists - to gain influence over significant portions of Canada’s economy. Many looked the other way while B.C.'s primary industry, real estate, ballooned with dirty cash. But the unintended social consequences are now clear: a fentanyl overdose crisis raging in major cities throughout North America and life spans falling for the first time in modern Canada, and a runaway housing market that has devastated middle-class income earners. This story isn’t just about real estate and fentanyl overdoses, though. Sam Cooper has uncovered evidence that shows the primary actors in so-called “Vancouver Model” money laundering have effectively made Canada’s west coast a headquarters for corporate and industrial espionage by the CCP. And these ruthless entrepreneurs have used Vancouver and Canada to export their criminal model to other countries around the world including Australia and New Zealand. Meanwhile, Cooper finds that the RCMP’s 2019 arrest of its top intelligence official, Cameron Ortis, raises many frightening questions. Could Chinese transnational criminals and state actors targeting Canada’s industrial and technological crown jewels have gained protection from the Mounties? Could China and Iran have insight into Canada's deepest national security secrets and influence on investigations? Ortis had oversight of many investigations into transnational money laundering networks and insight into sensitive probes of suspects seeking to undermine Canada’s democracy and infiltrate the United States, according to the evidence Cooper has found.Wilful Blindness is a powerful narrative that follows the investigators who refused to go along with institutionalized negligence and corruption that enabled the Vancouver Model, with Cooper drawing on extensive interviews with the whistle-blowers; thousands of pages of government and court documents obtained through legal applications; and large caches of confidential material available exclusively to Cooper.The book culminates with a shocking revelation showing how deeply Canada has been compromised, and what needs to happen, to get the nation back on track with its “Five Eyes” allies.“I’m astonished that some Hollywood production company hasn't already signed him for a big-screen treatment of this story. It's a huge story.” - Terry Glavin, National Post