It is a conversational book that feels easy and informative. This short and lucid book covers everything important, with concrete examples, and invites the reader to join this field. The chapters in the book are organized for a typical one-semester course. The book contains case-lets from real-world stories at the beginning of every chapter. There is a running case study across the chapters as exercises. This book is designed to provide a student with the intuition behind this evolving area, along with a solid toolset of the major data mining techniques and platforms. Students across a variety of academic disciplines, including business, computer science, statistics, engineering, and others are attracted to the idea of discovering new insights and ideas from data. This book can also be gainfully used by executives, managers, analysts, professors, doctors, accountants, and other professionals to learn how to make sense of the data coming their way. This is a lucid flowing book that one can finish in one sitting, or can return to it again and again for insights and techniques. Table of Contents Chapter 1: Wholeness of Business Intelligence and Data Mining Chapter 2: Business Intelligence Concepts & Applications Chapter 3: Data Warehousing Chapter 4: Data Mining Chapter 5: Decision Trees Chapter 6: Regression Models Chapter 7: Artificial Neural Networks Chapter 8: Cluster Analysis Chapter 9: Association Rule Mining Chapter 10: Text Mining Chapter 11: Web Mining Chapter 12: Big Data Chapter 13: Data Modeling Primer Appendix: Data Mining Tutorial using Weka

    Jacobs pinpoints five pillars of our culture that are in serious decay: community and family; higher education; the effective practice of science; taxation, and government; and the self-regulation of the learned professions. The corrosion of these pillars, Jacobs argues, is linked to societal ills such as environmental crisis, racism, and the growing gulf between rich and poor. But this is a hopeful book as well as a warning. Drawing on her vast frame of reference–from fifteenth-century Chinese shipbuilding to Ireland’s cultural rebirth–Jacobs suggests how the cycles of decay can be arrested and our way of life renewed. Invigorating and accessible, Dark Age Ahead is not only the crowning achievement of Jane Jacobs’ career, but one of the most important works of our time.

    Not eating, but gorging on information ceaselessly spewed from the screens and speakers we hold dear. Just as we have grown morbidly obese on sugar, fat, and flour—so, too, have we become gluttons for texts, instant messages, emails, RSS feeds, downloads, videos, status updates, and tweets.We're all battling a storm of distractions, buffeted with notifications and tempted by tasty tidbits of information. And just as too much junk food can lead to obesity, too much junk information can lead to cluelessness. The Information Diet shows you how to thrive in this information glut—what to look for, what to avoid, and how to be selective. In the process, author Clay Johnson explains the role information has played throughout history, and why following his prescribed diet is essential for everyone who strives to be smart, productive, and sane.In The Information Diet, you will:Discover why eminent scholars are worried about our state of attention and general intelligenceExamine how today’s media—Big Info—give us exactly what we want: content that confirms our beliefsLearn to take steps to develop data literacy, attention fitness, and a healthy sense of humorBecome engaged in the economics of information by learning how to reward good information providersJust like a normal, healthy food diet, The Information Diet is not about consuming less—it’s about finding a healthy balance that works for you

    They had refused or been unable to leave for many different reasons; their actions during the course of the German occupation would prove to be just as varied. Glass interweaves the experiences of some of the individuals who belonged to this unique colony of American expatriates living in Paris. Among the stories highlighted are those of Charles Bedaux, an American millionaire determined to carry on with his business affairs as usual; Sylvia Beach, owner of the famous English-language bookstore Shakespeare & Company; Clara Longworth de Chambrun, patroness of the American Library in Paris and distantly related to FDR; and Dr. Sumner Jackson, the American Hospital’s chief surgeon. These fascinating tales reflect the complicated network of choices—passive compromise, outright collaboration, patient retreat, and active resistance—that existed for Americans caught in the German web.

    It sounds crazy, but it has become one of the most influential and hotly debated policy ideas of our time. Futurists, radicals, libertarians, socialists, union representatives, feminists, conservatives, Bernie supporters, development economists, child-care workers, welfare recipients, and politicians from India to Finland to Canada to Mexico--all are talking about UBI.In this sparkling and provocative book, economics writer Annie Lowrey looks at the global UBI movement. She travels to Kenya to see how a UBI is lifting the poorest people on earth out of destitution, India to see how inefficient government programs are failing the poor, South Korea to interrogate UBI's intellectual pedigree, and Silicon Valley to meet the tech titans financing UBI pilots in expectation of a world with advanced artificial intelligence and little need for human labor.Lowrey examines the potential of such a sweeping policy and the challenges the movement faces, among them contradictory aims, uncomfortable costs, and, most powerfully, the entrenched belief that no one should get something for nothing. She shows how this arcane policy offers not only a potential answer for our most intractable economic and social problems, but also a better foundation for our society in this age of turbulence and marvels.

    The complete collection of articles and emails from 27bslash6 such as Overdue Account, Party in Apartment 3 and Strata Agreement plus articles too litigious to be on the website.

    Politicians and marketers present shoddy evidence for dubious claims all the time. But smart people make mistakes too, and when it comes to statistics, plenty of otherwise great scientists--yes, even those published in peer-reviewed journals--are doing statistics wrong."Statistics Done Wrong" comes to the rescue with cautionary tales of all-too-common statistical fallacies. It'll help you see where and why researchers often go wrong and teach you the best practices for avoiding their mistakes.In this book, you'll learn: - Why "statistically significant" doesn't necessarily imply practical significance- Ideas behind hypothesis testing and regression analysis, and common misinterpretations of those ideas- How and how not to ask questions, design experiments, and work with data- Why many studies have too little data to detect what they're looking for-and, surprisingly, why this means published results are often overestimates- Why false positives are much more common than "significant at the 5% level" would suggestBy walking through colorful examples of statistics gone awry, the book offers approachable lessons on proper methodology, and each chapter ends with pro tips for practicing scientists and statisticians. No matter what your level of experience, "Statistics Done Wrong" will teach you how to be a better analyst, data scientist, or researcher.

    Good friends and sometime rivals William Fleisher, Frank Bender, and Richard Walter decided one day over lunch that something had to be done, and pledged themselves to a grand quest for justice. The three men invited the greatest collection of forensic investigators ever assembled, drawn from five continents, to the Downtown Club in Philadelphia to begin an audacious quest: to bring the coldest killers in the world to an accounting. Named for the first modern detective, the Parisian eugène François Vidocq-the flamboyant Napoleonic real-life sleuth who inspired Sherlock Holmes-the Vidocq Society meets monthly in its secretive chambers to solve a cold murder over a gourmet lunch. The Murder Room draws the reader into a chilling, darkly humorous, awe-inspiring world as the three partners travel far from their Victorian dining room to hunt the ruthless killers of a millionaire's son, a serial killer who carves off faces, and a child killer enjoying fifty years of freedom and dark fantasy. Acclaimed bestselling author Michael Capuzzo's brilliant storytelling brings true crime to life more realistically and vividly than it has ever been portrayed before. It is a world of dazzlingly bright forensic science; true evil as old as the Bible and dark as the pages of Dostoevsky; and a group of flawed, passionate men and women, inspired by their own wounded hearts to make a stand for truth, goodness, and justice in a world gone mad.

    With Humankind, he brings that mentality to bear against one of our most entrenched ideas: namely, that human beings are by nature selfish and self-interested.By providing a new historical perspective of the last 200,000 years of human history, Bregman sets out to prove that we are in fact evolutionarily wired for cooperation rather than competition, and that our instinct to trust each other has a firm evolutionary basis going back to the beginning of Homo sapiens. Bregman systematically debunks our understanding of the Milgram electrical-shock experiment, the Zimbardo prison experiment, and the Kitty Genovese "bystander effect."In place of these, he offers little-known true stories: the tale of twin brothers on opposing sides of apartheid in South Africa who came together with Nelson Mandela to create peace; a group of six shipwrecked children who survived for a year and a half on a deserted island by working together; a study done after World War II that found that as few as 15% of American soldiers were actually capable of firing at the enemy.The ultimate goal of Humankind is to demonstrate that while neither capitalism nor communism has on its own been proven to be a workable social system, there is a third option: giving "citizens and professionals the means (left) to make their own choices (right)." Reorienting our thinking toward positive and high expectations of our fellow man, Bregman argues, will reap lasting success. Bregman presents this idea with his signature wit and frankness, once again making history, social science and economic theory accessible and enjoyable for lay readers.

    Mitnick claims that this socialengineering tactic was the single-most effective method in hisarsenal. This indispensable book examines a variety of maneuversthat are aimed at deceiving unsuspecting victims, while it alsoaddresses ways to prevent social engineering threats.Examines social engineering, the science of influencing atarget to perform a desired task or divulge informationArms you with invaluable information about the many methods oftrickery that hackers use in order to gather information with theintent of executing identity theft, fraud, or gaining computersystem accessReveals vital steps for preventing social engineeringthreatsSocial Engineering: The Art of Human Hacking does itspart to prepare you against nefarious hackers--now you can doyour part by putting to good use the critical information withinits pages.