More than any other language, Python was created with the philosophy of simplicity and parsimony. Now 25 years old, Python has become the primary or secondary language (after SQL) for many business users. With popularity comes diversity--and possibly dilution.This guide, collaboratively written by over a hundred members of the Python community, describes best practices currently used by package and application developers. Unlike other books for this audience, The Hitchhiker's Guide is light on reusable code and heavier on design philosophy, directing the reader to excellent sources that already exist.

    Nearly 60 years later, the rebuke rings true again. Britain's postwar search for its place in the world has vexed prime ministers and government since the nation's great victory in 1945: the cost of winning the war was giving up the empire. After the humiliation of Anthony Eden's Suez expedition, Britain seemed for a time to have found an answer. Clinging to its self-image as a great island nation, it would serve as America's best friend while acknowledging its geography by signing up to membership of the European Union. Never a comfortable balancing act, for 40 years it appeared to work. In 2016 David Cameron called the Brexit referendum and blew it up. Author Philip Stephens paints a fascinating portrait of a nation struggling to reconcile its waning power with past glory. Drawing on decades of personal contact and interviews with senior politicians and diplomats in Britain, the United States and across the capitals of Europe, Britain Alone is a vivid account of a proud nation struggling to admit it is no longer a great power. It is a guide to how we arrived at the state we are in.

    It's a "Brotopia," where men hold all the cards and make all the rules. Vastly outnumbered, women face toxic workplaces rife with discrimination and sexual harassment, where investors take meetings in hot tubs and network at sex parties.In this powerful exposé, Bloomberg TV journalist Emily Chang reveals how Silicon Valley got so sexist despite its utopian ideals, why bro culture endures despite decades of companies claiming the moral high ground (Don't Be Evil! Connect the World!)--and how women are finally starting to speak out and fight back.Drawing on her deep network of Silicon Valley insiders, Chang opens the boardroom doors of male-dominated venture capital firms like Kleiner Perkins, the subject of Ellen Pao's high-profile gender discrimination lawsuit, and Sequoia, where a partner once famously said they "won't lower their standards" just to hire women. Interviews with Facebook COO Sheryl Sandberg, YouTube CEO Susan Wojcicki, and former Yahoo! CEO Marissa Mayer--who got their start at Google, where just one in five engineers is a woman--reveal just how hard it is to crack the Silicon Ceiling. And Chang shows how women such as former Uber engineer Susan Fowler, entrepreneur Niniane Wang, and game developer Brianna Wu, have risked their careers and sometimes their lives to pave a way for other women.Silicon Valley's aggressive, misogynistic, work-at-all costs culture has shut women out of the greatest wealth creation in the history of the world. It's time to break up the boys' club. Emily Chang shows us how to fix this toxic culture--to bring down Brotopia, once and for all.

    It can't start from scratch, and it can't fire all its teachers and principals when students do poorly. Great charter schools can only serve a tiny minority of students. Whether we like it or not, most of our youngsters willcontinue to be educated in mainstream public schools.The good news, as David L. Kirp reveals in Improbable Scholars, is that there's a sensible way to rebuild public education and close the achievement gap for all students. Indeed, this is precisely what's happening in a most unlikely place: Union City, New Jersey, a poor, crowded Latino communityjust across the Hudson from Manhattan. The school district--once one of the worst in the state--has ignored trendy reforms in favor of proven game-changers like quality early education, a word-soaked curriculum, and hands-on help for teachers. When beneficial new strategies have emerged, like usingsophisticated data-crunching to generate pinpoint assessments to help individual students, they have been folded into the mix.The results demand that we take notice--from third grade through high school, Union City scores on the high-stakes state tests approximate the statewide average. In other words, these inner-city kids are achieving just as much as their suburban cousins in reading, writing, and math. What's even moreimpressive, nearly ninety percent of high school students are earning their diplomas and sixty percent of them are going to college. Top students are winning national science awards and full rides at Ivy League universities. These schools are not just good places for poor kids. They are good placesfor kids, period.Improbable Scholars offers a playbook--not a prayer book--for reform that will dramatically change our approach to reviving public education.

    Biologists have been trying to solve the mystery of how organisms have the ability to migrate and orient with such precision—especially since our own adventurous ancestors spread across the world without maps or instruments. O'Connor goes to the Arctic, the Australian bush, and the South Pacific to talk to masters of their environment who seek to preserve their traditions at a time when anyone can use a GPS to navigate.O'Connor explores the neurological basis of spatial orientation within the hippocampus. Without it, people inhabit a dream state, becoming amnesiacs incapable of finding their way, recalling the past, or imagining the future. Studies have shown that the more we exercise our cognitive mapping skills, the greater the grey matter and health of our hippocampus. O'Connor talks to scientists studying how atrophy in the hippocampus is associated with afflictions such as impaired memory, dementia, Alzheimer's Disease, depression, and PTSD.Wayfinding is a captivating book that charts how our species' profound capacity for exploration, memory, and storytelling results in topophilia, the love of place.

    The solution is to rein in the market, right? Radical Markets turns this thinking--and pretty much all conventional thinking about markets, both for and against--on its head. The book reveals bold new ways to organize markets for the good of everyone. It shows how the emancipatory force of genuinely open, free, and competitive markets can reawaken the dormant nineteenth-century spirit of liberal reform and lead to greater equality, prosperity, and cooperation.Eric Posner and Glen Weyl demonstrate why private property is inherently monopolistic, and how we would all be better off if private ownership were converted into a public auction for public benefit. They show how the principle of one person, one vote inhibits democracy, suggesting instead an ingenious way for voters to effectively influence the issues that matter most to them. They argue that every citizen of a host country should benefit from immigration--not just migrants and their capitalist employers. They propose leveraging antitrust laws to liberate markets from the grip of institutional investors and creating a data labor movement to force digital monopolies to compensate people for their electronic data.Only by radically expanding the scope of markets can we reduce inequality, restore robust economic growth, and resolve political conflicts. But to do that, we must replace our most sacred institutions with truly free and open competition--Radical Markets shows how.

    With profound empathy and meticulous research, Shaili Jain, M.D.—a practicing psychiatrist and PTSD specialist at one of America’s top VA hospitals, trauma scientist at the National Center for PTSD, and a Stanford Professor—shines a long-overdue light on the PTSD epidemic affecting today’s fractured world.Post-Traumatic Stress Disorder goes far beyond the horrors of war and is an inescapable part of all our lives. At any given moment, more than six million Americans are suffering with PTSD. Dr. Jain’s groundbreaking work demonstrates the ways this disorder cuts to the heart of life, interfering with one’s capacity to love, create, and work—incapacity brought on by a complex interplay between biology, genetics, and environment. Beyond the struggles of individuals, PTSD has a tangible imprint on our cultures and societies around the world.Since 9/11 and the wars in Iraq and Afghanistan, there has been a huge growth in the science of PTSD, a body of evidence that continues to grow exponentially. With this new knowledge have come dramatic advances in the effective treatment of this condition. Jain draws on a decade of her own clinical innovation and research and argues for a paradigm shift in how PTSD should be approached in the new millennium. She highlights the myriads of ways PTSD care is being transformed to make it more accessible, acceptable, and available to sufferers via integrated care models, use of peer support programs, and technology. By identifying those among us who are most vulnerable to developing PTSD, cutting edge medical interventions that hold the promise of preventing the onset of PTSD are becoming more of a reality than ever before.Combining vividly recounted patient stories, interviews with some of the world’s top trauma scientists, and her professional expertise from working on the frontlines of PTSD, The Unspeakable Mind offers a textured portrait of this invisible illness that is unrivaled in scope and lays bare PTSD's roots, inner workings, and paths to healing. This book is essential reading for understanding how humans can recover from unspeakable trauma. The Unspeakable Mind stands as the definitive guide to PTSD and offers lasting hope to sufferers, their loved ones, and health care providers everywhere.

    China's challenge to the West stems from its transformative brand of capitalism and an entirely different conception of the international community.Taking us on a whirlwind tour of China in the world—from dictators in Africa to oligarchs in Southeast Asia to South American strongmen—Halper demonstrates that China's illiberal vision is rapidly replacing that of the so-called Washington Consensus. Instead of promoting democracy through economic aid, as does the West, China offers no-strings-attached gifts and loans, a policy designed to build a new Beijing Consensus.The autonomy China offers, together with the appeal of its illiberal capitalism, have become the dual engines for the diffusion of power away from the West. The Beijing Consensus is the one book to read to understand this new Great Game in all its complexity.

    China delivered a bold message when it released a national plan to dominate all aspects of AI across the planet. Within weeks, Russia's Vladimir Putin raised the stakes by declaring AI the future for all humankind, and proclaiming that, "Whoever becomes the leader in this sphere will become the ruler of the world."The race was on. Consistent with their unique national agendas, countries throughout the world began plotting their paths and hurrying their pace. Now, not long after, the race has become a sprint.Despite everything at risk, for most of us AI remains shrouded by a cloud of mystery and misunderstanding. Hidden behind complex technical terms and confused even further by extravagant depictions in science fiction, the realities of AI and its profound implications are hard to decipher, but no less crucial to understand.In T-Minus AI: Humanity's Countdown to Artificial Intelligence and the New Pursuit of Global Power, author Michael Kanaan explains the realities of AI from a human-oriented perspective that's easy to comprehend. A recognized national expert and the U.S. Air Force's first Chairperson for Artificial Intelligence, Kanaan weaves a compelling new view on our history of innovation and technology to masterfully explain what each of us should know about modern computing, AI, and machine learning.Kanaan also illuminates the global implications of AI by highlighting the cultural and national vulnerabilities already exposed and the pressing issues now squarely on the table. AI has already become China's all-purpose tool to impose authoritarian influence around the world. Russia, playing catch up, is weaponizing AI through its military systems and now infamous, aggressive efforts to disrupt democracy by whatever disinformation means possible.America and like-minded nations are awakening to these new realities, and the paths they're electing to follow echo loudly, in most cases, the political foundations and moral imperatives upon which they were formed.As we march toward a future far different than ever imagined, T-Minus AI is fascinating and critically well-timed. It leaves the fiction behind, paints the alarming implications of AI for what they actually are, and calls for unified action to protect fundamental human rights and dignities for all.

    With his inimitable ability to translate complex foreign policy and economic issues, Friedman explains how the flattening of the world happened at the dawn of the 21st century; what it means to countries, companies, communities and individuals; and how governments and societies can, and must, adapt.

    But now, Noah Feldman argues, we are entering an era of renewed global struggle: the era of Cool War. Just as the Cold War matched the planet’s reigning superpowers in a contest for geopolitical supremacy, so this new age will pit the United States against a rising China in a contest for dominance, alliances, and resources. Already visible in Asia, the conflict will extend to the Middle East (U.S.-backed Israel versus Chinese-backed Iran), Africa, and beyond.   Yet this Cool War differs fundamentally from the zero-sum showdowns of the past: The world’s major power and its leading challenger are economically interdependent to an unprecedented degree. Exports to the U.S. account for nearly a quarter of Chinese trade, while the Chinese government holds 8 percent of America’s outstanding debt. This positive-sum interdependence has profound implications for nations, corporations, and international institutions. It makes what looked to be a classic contest between two great powers into something much more complex, contradictory, and badly in need of the shrewd and carefully reasoned analysis that Feldman provides.   To understand the looming competition with China, we must understand the incentives that drive Chinese policy. Feldman offers an arresting take on that country’s secretive hierarchy, proposing that the hereditary “princelings” who reap the benefits of the complicated Chinese political system are actually in partnership with the meritocrats who keep the system full of fresh talent and the reformers who are trying to root out corruption and foster government accountability. He provides a clear-eyed analysis of the years ahead, showing how China’s rise presents opportunities as well as risks. Robust competition could make the U.S. leaner, smarter, and more pragmatic, and could drive China to greater respect for human rights. Alternatively, disputes over trade, territory, or human rights could jeopardize the global economic equilibrium—or provoke a catastrophic “hot war” that neither country wants.   The U.S. and China may be divided by political culture and belief, but they are also bound together by mutual self-interest. Cool War makes the case for competitive cooperation as the only way forward that can preserve the peace and make winners out of both sides.Advance praise for Cool War   “We are leaving the era of ‘Chimerica’—when China and America were economically joined at the hip—and entering the era of what Noah Feldman has justly and wittily dubbed ‘Cool War.’ Feldman anatomizes the rapid transformation of the Sino-American relationship from an unequal trading partnership into a new and heavily armed ambivalence. Just how cool the conflict stays, Feldman suggests, will be determined not in cyberspace or at sea but in international institutions. Cool War is essential reading for any serious student of the emergent bipolar order in the Asia-Pacific region.”—Niall Ferguson, New York Times bestselling author of Colossus: The Rise and Fall of the American Empire and Civilization: The West and the Rest   “By giving realism and liberal internationalism their due, and by giving credence to both naked self-interest and legal norms, Noah Feldman's dissection of the United States–China relationship is smart, balanced, and wise.”—Robert D. Kaplan, New York Times bestselling author of The Revenge of Geography

    Who Owns the Future? is his visionary reckoning with the most urgent economic and social trend of our age: the poisonous concentration of money and power in our digital networks.Lanier has predicted how technology will transform our humanity for decades, and his insight has never been more urgently needed. He shows how Siren Servers, which exploit big data and the free sharing of information, led our economy into recession, imperiled personal privacy, and hollowed out the middle class. The networks that define our world—including social media, financial institutions, and intelligence agencies—now threaten to destroy it.But there is an alternative. In this provocative, poetic, and deeply humane book, Lanier charts a path toward a brighter future: an information economy that rewards ordinary people for what they do and share on the web.

    P. Putnam--a feat that would not be duplicated for another forty years. Likewise, while many remember the oil embargo of the 1970s, few are aware that it led to a corresponding explosion in green-technology research that was only derailed when energy prices later dropped.In other words: We've been here before. Although we may have failed, America has had the chance to put our world on a more sustainable path. Americans have, in fact, been inventing green for more than a century.Half compendium of lost opportunities, half hopeful look toward the future, Powering the Dream tells the stories of the brilliant, often irascible inventors who foresaw our current problems, tried to invent cheap and energy renewable solutions, and drew the blueprint for a green future.

    During this time, he found himself in the midst of what can only be described as a quickly escalating two-front technology cold war between democracy and autocracy. On the front-end, we’re fighting to control the software—applications, news information, social media platforms, and more—of what we see on the screens of our computers, tablets, and phones, a clash which started out primarily with Russia but now increasingly includes China and Iran. Even more ominously, we’re also engaged in a hidden back-end battle—largely with China—to control the internet’s hardware, which includes devices like cellular phones, satellites, fiber-optic cables, and 5G networks. This tech-fueled war will shape the world’s balance of power for the coming century as autocracies exploit 21st-century methods to redivide the world into 20th-century-style spheres of influence. Without a firm partnership with the government, Silicon Valley is unable to protect democracy from the autocrats looking to sabotage it from Beijing to Moscow and Tehran. Helberg offers “unnervingly convincing evidence that time is running out in the ‘gray war’ with the enemies of freedom” (Kirkus Reviews) which could affect every meaningful aspect of our lives, including our economy, our infrastructure, our national security, and ultimately, our national sovereignty.

    He has discovered a dark plot to seize control of the flow of information, and utilize that power to its full extent—to censor, manipulate, and ultimately sway the outcome of democratic elections. His network of whistleblowers inside Google, Facebook and other companies explain how the tech giants now see themselves as "good censors," benevolent commissars controlling the information we receive to "protect" us from "dangerous" speech.They reveal secret methods to covertly manipulate online information without us ever being aware of it, explaining how tech companies can use big data to target undecided voters. They lift the lid on a plot four years in the making—a plot to use the power of technology to stop Donald Trump's re-election.