From the New York Times best-selling author of Cod and Salt, a definitive history of paper and the astonishing ways it has shaped today’s world. Paper is one of the simplest and most essential pieces of human technology. For the past two millennia, the ability to produce it in ever more efficient ways has supported the proliferation of literacy, media, religion, education, commerce, and art; it has formed the foundation of civilizations, promoting revolutions and restoring stability. By tracing paper’s evolution from antiquity to the present, with an emphasis on the contributions made in Asia and the Middle East, Mark Kurlansky challenges common assumptions about technology’s influence, affirming that paper is here to stay. Paper will be the commodity history that guides us forward in the twenty-first century and illuminates our times.

The documents contained within this updated edition incorporate all amendments since the release of Winter 2012 version through February 26, 2016 and verified against the United States Code maintained by the United States Library of Congress and Westlaw private company. The documents cited in this volume range from principles of professional ethics and transparency for the Intelligence Community, several Acts including the Intelligence Reform and Terrorism Prevention Act of 2004 that includes information sharing, privacy, and civil liberties, and security clearances, plus Counterintelligence and Security Enhancements Act of 1994, Classified Information Procedures Act, Foreign Intelligence Surveillance Act of 1978, Cybersecurity Act of 2015, numerous executive orders, presidential policy directives, and more. American citizens, law enforcement, especially U.S. Federal agency personnel that engage with intelligence surveillance, classified information, and national security efforts may be interested in this updated edition. Additionally, attorneys, civil servants involved within information technology departments, and records management may also be interested in this resource. Students pursuing courses in the areas of Ethics in Criminal Justice, Computer Forensics, Criminal Law in Criminal Justice, Homeland Security and Terrorism, Information Storage and Retrieval, Computer Security, or Military Science may be interested in this reference for research. Lastly, public, special, and academic libraries may want this legal reference available for their patrons. Related products: Intelligence Community Legal Reference Book, Winter 2012 - Limited quantities while supplies last - can be found here: https://bookstore.gpo.gov/products/sku/041-015-00278-3 Intelligence and Espionage resources collection is available here: https://bookstore.gpo.gov/catalog/security-defense-law-enforcement/intelligence-espionage Law Enforcement and Criminal Justice topical books can be found here: https://bookstore.gpo.gov/catalog/security-defense-law-enforcement/law-enforcement-criminal-justice Mail & Communications Security collection is available here: https://bookstore.gpo.gov/catalog/security-defense-law-enforcement/mail-communications-security

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives. “Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.” —Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning. The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames. Finally, the book offers research perspectives, covering such theoretical topics as linear factor models, autoencoders, representation learning, structured probabilistic models, Monte Carlo methods, the partition function, approximate inference, and deep generative models. Deep Learning can be used by undergraduate or graduate students planning careers in either industry or research, and by software engineers who want to begin using deep learning in their products or platforms. A website offers supplementary material for both readers and instructors.

From one of the world's preeminent political historians, a magisterial study of political leadership around the world from the advent of parliamentary democracy to the age of Obama. All too frequently, leadership is reduced to a simple dichotomy: the strong versus the weak. Yet, there are myriad ways to exercise effective political leadership -- as well as different ways to fail. We blame our leaders for economic downfalls and praise them for vital social reforms, but rarely do we question what makes some leaders successful while others falter. In this magisterial and wide-ranging survey of political leadership over the past hundred years, renowned Oxford politics professor Archie Brown challenges the widespread belief that strong leaders -- meaning those who dominate their colleagues and the policy-making process -- are the most successful and admirable. In reality, only a minority of political leaders will truly make a lasting difference. Though we tend to dismiss more collegial styles of leadership as weak, it is often the most cooperative leaders who have the greatest impact. Drawing on extensive research and decades of political analysis and experience, Brown illuminates the achievements, failures and foibles of a broad array of twentieth century politicians. Whether speaking of redefining leaders like Franklin Delano Roosevelt, Lyndon Johnson, and Margaret Thatcher, who expanded the limits of what was politically possible during their time in power, or the even rarer transformational leaders who played a decisive role in bringing about systemic change -- Charles de Gaulle, Mikhail Gorbachev and Nelson Mandela, among them -- Brown challenges our commonly held beliefs about political efficacy and strength. Overturning many of our assumptions about the twentieth century's most important figures, Brown's conclusions are both original and enlightening. The Myth of the Strong Leader compels us to reassess the leaders who have shaped our world - and to reconsider how we should choose and evaluate those who will lead us into the future.

A gripping in-depth look at the presidential election that stunned the world Donald Trump's election victory resulted in one of the most unexpected presidencies in history. Identity Crisis provides the definitive account of the campaign that seemed to break all the political rules—but in fact didn't. Featuring a new afterword by the authors that discusses the 2018 midterms and today's emerging political trends, this compelling book describes how Trump's victory was foreshadowed by changes in the Democratic and Republican coalitions that were driven by people's racial and ethnic identities, and how the Trump campaign exacerbated these divisions by hammering away on race, immigration, and religion. The result was an epic battle not just for the White House but about what America should be.

Instant New York Times bestseller: #1 in Hardcover Fiction #1 in E-book Fiction #1 in Combined Print and E-book Fiction "Deep and grand and altogether extraordinary....Miraculous." —The Washington Post "Artful...Powerful...Magical." - The New York Times Book Review "Superb" - People “A Great Reckoning succeeds on every level." —St. Louis Post-Dispatch #1 New York Times bestselling author Louise Penny pulls back the layers to reveal a brilliant and emotionally powerful truth in her latest spellbinding novel. When an intricate old map is found stuffed into the walls of the bistro in Three Pines, it at first seems no more than a curiosity. But the closer the villagers look, the stranger it becomes. Given to Armand Gamache as a gift the first day of his new job, the map eventually leads him to shattering secrets. To an old friend and older adversary. It leads the former Chief of Homicide for the Sûreté du Québec to places even he is afraid to go. But must. And there he finds four young cadets in the Sûreté academy, and a dead professor. And, with the body, a copy of the old, odd map. Everywhere Gamache turns, he sees Amelia Choquet, one of the cadets. Tattooed and pierced. Guarded and angry. Amelia is more likely to be found on the other side of a police line-up. And yet she is in the academy. A protégée of the murdered professor. The focus of the investigation soon turns to Gamache himself and his mysterious relationship with Amelia, and his possible involvement in the crime. The frantic search for answers takes the investigators back to Three Pines and a stained glass window with its own horrific secrets. For both Amelia Choquet and Armand Gamache, the time has come for a great reckoning.

The National Book Award Finalist and New York Times bestseller that became a guide and balm for a country struggling to understand the election of Donald Trump "A generous but disconcerting look at the Tea Party. . . . This is a smart, respectful and compelling book." —Jason DeParle, The New York Times Book Review When Donald Trump won the 2016 presidential election, a bewildered nation turned to Strangers in Their Own Land to understand what Trump voters were thinking when they cast their ballots. Arlie Hochschild, one of the most influential sociologists of her generation, had spent the preceding five years immersed in the community around Lake Charles, Louisiana, a Tea Party stronghold. As Jedediah Purdy put it in the New Republic, "Hochschild is fascinated by how people make sense of their lives. . . . [Her] attentive, detailed portraits . . . reveal a gulf between Hochchild's 'strangers in their own land' and a new elite." Already a favorite common read book in communities and on campuses across the country and called "humble and important" by David Brooks and "masterly" by Atul Gawande, Hochschild's book has been lauded by Noam Chomsky, New Orleans mayor Mitch Landrieu, and countless others. The paperback edition features a new afterword by the author reflecting on the election of Donald Trump and the other events that have unfolded both in Louisiana and around the country since the hardcover edition was published, and also includes a readers' group guide at the back of the book.