The average person consumes approximately 30 gigabytes of data every single day, but has no idea how to interpret it correctly. EVERYDATA explains, through the eyes of an expert economist and statistician, how to decipher the small bytes of data we consume in a day.EVERYDATA is filled with countless examples of people misconstruing data—with results that range from merely frustrating to catastrophic:The space shuttle Challenger exploded in part because the engineers were reviewing a limited sample set.Millions of women avoid caffeine during pregnancy because they interpret correlation as causation.Attorneys faced a $1 billion jury verdict because of outlier data.Each chapter highlights one commonly misunderstood data concept, using both realworld and hypothetical examples from a wide range of topics, including business, politics, advertising, law, engineering, retail, parenting, and more. You’ll find the answer to the question—“Now what?”—along with concrete ways you can use this information to immediately start making smarter decisions, today and every day.

    But before numerical information can be useful it must be analyzed, interpreted, and assimilated. Unfortunately, teaching the techniques for making sense of data has been neglected at all levels of our educational system. As a result, through our culture there is little appreciation of how to effectively use the volumes of data generated by both business and government. This book can remedy that situation. Readers report that this book as changed both the way they look a data and the very form their monthly reports. It has turned arguments about the numbers into a common understanding of what needs to be done about them. These techniques and benefits have been thoroughly proven in a wide variety of settings. Read this book and use the techniques to gain the benefits for your company.

    Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.

    With recipes for 100 traditional Mexican dishes (but through a Californialens) from Puebla, Mexico City, Michoacán, the Yucatán, and beyond--includingmany recipes from the author's hometown of Veracruz--this beautifullyphotographed cookbook brings the warmth of Mexican cooking into the kitchensof home cooks. The book includes fundamental techniques of Mexican cuisine,insights into Mexican food and culture, and favorite recipes from Nopalito.

    Traditional mathematics teaching is largely about solving exactly stated problems exactly, yet life often hands us partly defined problems needing only moderately accurate solutions. This engaging book is an antidote to the rigor mortis brought on by too much mathematical rigor, teaching us how to guess answers without needing a proof or an exact calculation.In Street-Fighting Mathematics, Sanjoy Mahajan builds, sharpens, and demonstrates tools for educated guessing and down-and-dirty, opportunistic problem solving across diverse fields of knowledge--from mathematics to management. Mahajan describes six tools: dimensional analysis, easy cases, lumping, picture proofs, successive approximation, and reasoning by analogy. Illustrating each tool with numerous examples, he carefully separates the tool--the general principle--from the particular application so that the reader can most easily grasp the tool itself to use on problems of particular interest. Street-Fighting Mathematics grew out of a short course taught by the author at MIT for students ranging from first-year undergraduates to graduate students ready for careers in physics, mathematics, management, electrical engineering, computer science, and biology. They benefited from an approach that avoided rigor and taught them how to use mathematics to solve real problems.Street-Fighting Mathematics will appear in print and online under a Creative Commons Noncommercial Share Alike license.

    This book is focused on the details of data analysis that sometimes fall through the cracks in traditional statistics classes and textbooks. It is based in part on the authors blog posts, lecture materials, and tutorials. The author is one of the co-developers of the Johns Hopkins Specialization in Data Science the largest data science program in the world that has enrolled more than 1.76 million people. The book is useful as a companion to introductory courses in data science or data analysis. It is also a useful reference tool for people tasked with reading and critiquing data analyses. It is based on the authors popular open-source guides available through his Github account (https://github.com/jtleek). The paper is also available through Leanpub (https://leanpub.com/datastyle), if the book is purchased on that platform you are entitled to lifetime free updates.

    Today, Data is the vital raw material of the information economy. The explosive abundance of this digital asset, more than doubling every two years, is creating a new world of opportunity and challenge.Data-ism is about this next phase, in which vast, Internet-scale data sets are used for discovery and prediction in virtually every field. It is a journey across this emerging world with people, illuminating narrative examples, and insights. It shows that, if exploited, this new revolution will change the way decisions are made—relying more on data and analysis, and less on intuition and experience—and transform the nature of leadership and management.Lohr explains how individuals and institutions will need to exploit, protect, and manage their data to stay competitive in the coming years. Filled with rich examples and anecdotes of the various ways in which the rise of Big Data is affecting everyday life it raises provocative questions about policy and practice that have wide implications for all of our lives.

    In The End of Theory, Richard Bookstaber discusses why the human condition and the radical uncertainty of our world renders the standard economic model--and the theory behind it--useless for dealing with financial crises. What model should replace it? None. At least not any version we've been using for the past two hundred years. Instead, Bookstaber argues for a new approach called agent-based economics, one that takes as a starting point the fact that we are humans, not the optimizing automatons that standard economics assumes we are.Bookstaber's groundbreaking paradigm promises to do a far better job at preventing crises and managing those that break out. As he explains, our varied memories and imaginations color our economic behavior in unexpected hues. Agent-based modeling embraces these nuances by avoiding the mechanistic, unrealistic structure of our current economic approach. Bookstaber tackles issues such as radical uncertainty, when circumstances take place beyond our anticipation, and emergence, when innocent, everyday interactions combine to create sudden chaos. Starting with the realization that future crises cannot be predicted by the past, he proposes an approach that recognizes the human narrative while addressing market realities.Sweeping aside the historic failure of twentieth-century economics, The End of Theory offers a novel and innovative perspective, along with a more realistic and human framework, to help prevent today's financial system from blowing up again.

    It just makes sense to preserve food quality for those times when it's not as plentiful or not available at all. Dehydrating food with this terrific book is easy and creates tasty food year-round.Incorporating the age-old practices of food dehydration takes full advantage of what nature offers. All the wonderful recipes are still here and there is a bonus section on everything from pet treats to crafts and homemade gifts. What has changed is that the Everything You Need to Know About Dehydrating Foods section has been expanded to include even more comprehensive and complete information about dehydrating foods along with even more tips and techniques.There are more than 150 recipes for dehydrating everything from herbs and seasonings to fruits, vegetables, meats and fish, plus more than 250 delicious recipes that actually use the dehydrated foods as ingredients. Putting home-preserved food to work for home, RV, boat or campsite has never been easier.The easy-to-follow drying instructions along with time guidelines make even a novice cook feel like a seasoned professional.Planting a few extra rows of tomatoes or beans, picking many strawberries at their peak or buying that big basket of freshly harvested carrots can really pay off later. Loading up the dehydrator will provide personally dried foods the whole year through.

    She shows how parents must work on dismantling their own racial, cultural, gender, economic, and religious biases in order to avoid passing them on to their children. “By becoming aware of the complex ways we participate in systems of inequal­ity or hierarchy,” she says, “we begin to resist systemic injustice ourselves, empower our children, and change our communities.”

    Here are some of the remarkable features of Barnes & Noble Classics:New introductions commissioned from today's top writers and scholarsBiographies of the authorsChronologies of contemporary historical, biographical, and cultural eventsFootnotes and endnotesSelective discussions of imitations, parodies, poems, books, plays, paintings, operas, statuary, and films inspired by the workComments by other famous authorsStudy questions to challenge the reader's viewpoints and expectationsBibliographies for further readingIndices & Glossaries, when appropriateAll editions are beautifully designed and are printed to superior specifications; some include illustrations of historical interest. Barnes & Noble Classics pulls together a constellation of influences—biographical, historical, and literary—to enrich each reader's understanding of these enduring works.Plato is one of those world-famed individuals, his philosophy one of those world-renowned creations, whose influence, as regards the culture and development of the mind, has from its commencement down to the present time been all-important.— G. W. F. HegelWestern philosophy starts with Socrates and his student Plato. By way of the dialectic that evolved between master and student, Plato invented the philosophical method of inquiry and analysis, and became the first to use a logical framework to ask—and try to answer—the eternal questions about ethics, politics, art, and life that still haunt humanity: What is virtue? What is justice? What is the ideal form of government? What is the individual’s relationship to the state? Do artists have a responsibility to society, or only to their own creative impulse? Plato explores these issues through a series of dialogues, records of supposed conversations between Socrates and other Greek aristocrats. Although Socrates is nominally the main speaker in all of them, only the earlier dialogues document his thoughts, while the latter ones present Plato’s own ideas.What is often ignored in commentaries on Plato’s work is its unique literary form. The dialogues are neither dramas, nor stories, yet they are skillfully fashioned by means of characters, narrative events, dramatic moments, and perhaps most surprising, a great deal of humor. Along with such exemplars of Plato’s thought as Symposium, Apology, and Phaedrus, this volume includes the first three books of Plato’s Laws.Pedro De Blas holds degrees in Law and Classics. He has worked as counsel for several international organizations, including the United Nations and the World Bank, and he is currently a Ph.D. candidate in Classics at Columbia University. He has taught classical languages and literature at Columbia, the CUNY Latin and Greek Institute, and New York University’s Gallatin School.

    Here, University of Tennessee history professor Freeberg, author of the Los Angeles Times Book Prize finalist Democracy’s Prisoner, shows how radically the light bulb transformed America, freeing it from the stranglehold of the gas companies, turning it from a rural to an urban society and, as the electrical grid took over, drawing a sharp line between city and country, rich and poor. For history buffs and techies alike.- Library Journal Reviews: http://reviews.libraryjournal.com/201...

    With its unique combination of Japanese-style comics called manga and serious educational content, the EduManga format is already a hit in Japan.In The Manga Guide to Statistics, our heroine Rui is determined to learn about statistics to impress the dreamy Mr. Igarashi and begs her father for a tutor. Soon she's spending her Saturdays with geeky, bespectacled Mr. Yamamoto, who patiently teaches her all about the fundamentals of statistics: topics like data categorization, averages, graphing, and standard deviation.After all her studying, Rui is confident in her knowledge of statistics, including complex concepts like probability, coefficients of correlation, hypothesis tests, and tests of independence. But is it enough to impress her dream guy? Or maybe there's someone better, right in front of her?Reluctant statistics students of all ages will enjoy learning along with Rui in this charming, easy-to-read guide, which uses real-world examples like teen magazine quizzes, bowling games, test scores, and ramen noodle prices. Examples, exercises, and answer keys help you follow along and check your work. An appendix showing how to perform statistics calculations in Microsoft Excel makes it easy to put Rui's lessons into practice.This EduManga book is a translation from a bestselling series in Japan, co-published with Ohmsha, Ltd. of Tokyo, Japan.

    More and more leading businesses today use estimation questions in interviews to test applicants' abilities to think on their feet. Guesstimation enables anyone with basic math and science skills to estimate virtually anything--quickly--using plausible assumptions and elementary arithmetic.Lawrence Weinstein and John Adam present an eclectic array of estimation problems that range from devilishly simple to quite sophisticated and from serious real-world concerns to downright silly ones. How long would it take a running faucet to fill the inverted dome of the Capitol? What is the total length of all the pickles consumed in the US in one year? What are the relative merits of internal-combustion and electric cars, of coal and nuclear energy? The problems are marvelously diverse, yet the skills to solve them are the same. The authors show how easy it is to derive useful ballpark estimates by breaking complex problems into simpler, more manageable ones--and how there can be many paths to the right answer. The book is written in a question-and-answer format with lots of hints along the way. It includes a handy appendix summarizing the few formulas and basic science concepts needed, and its small size and French-fold design make it conveniently portable. Illustrated with humorous pen-and-ink sketches, Guesstimation will delight popular-math enthusiasts and is ideal for the classroom.

    This book has two underlying themes that are more or less independent of the statistical hypothesis tests that are the main content of the book. The first theme is the importance of looking at the data before formulating a hypothesis. With this in mind, the author discusses, in detail, plotting data, looking for outliers, and checking assumptions (Graphical displays are used extensively). The second theme is the importance of the relationship between the statistical test to be employed and the theoretical questions being posed by the experiment. To emphasize this relationship, the author uses real examples to help the student understand the purpose behind the experiment and the predictions made by the theory. Although this book is designed for students at the intermediate level or above, it does not assume that students have had either a previous course in statistics or a course in math beyond high-school algebra.