Pattern-recognition prowess served our ancestors well, but today we are confronted by a deluge of data that is far more abstract, complicated, and difficult to interpret. The number of possible patterns that can be identified relative to the number that are genuinely useful has grown exponentially - which means that the chances that a discovered pattern is useful is rapidly approaching zero. Patterns in data are often used as evidence, but how can you tell if that evidence is worth believi...

Data science has never had more influence on the world. Large companies are now seeing the benefit of employing data scientists to interpret the vast amounts of data that now exists. However, the field is so new and is evolving so rapidly that the analysis produced can be haphazard at best. The 9 Pitfalls of Data Science shows us real-world examples of what can go wrong. Written to be an entertaining read, this invaluable guide investigates the all too common mistakes of data scie...

NEW YORK TIMES BESTSELLER • The groundbreaking exploration of probability and uncertainty that explains how to make better predictions in a world drowning in data, from the nation’s foremost political forecaster—updated with insights into the pandemic, journalism today, and pollingOne of The Wall Street Journal’s Ten Best Works of Nonfiction of the Year“Could turn out to be one of the more momentous books of the de...

The best-selling author of Naked Economics defies the odds with a book about statistics that you’ll welcome and enjoy.Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called “sexy.” From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standard...

A revelatory exploration of the hottest trend in technology and the dramatic impact it will have on the economy, science, and society at large.Which paint color is most likely to tell you that a used car is in good shape? How can officials identify the most dangerous New York City manholes before they explode? And how did Google searches predict the spread of the H1N1 flu outbreak?The key to answering these questions, and many more, is big data. “Big data” refers to our bur...

NEW YORK TIMES BESTSELLER• With new information on crunching your own numbers to get the edge the experts haveAn international sensation—and still the talk of the relevant blogosphere—this Wall Street Journal and New York Times business bestseller examines the “power” in numbers. Today more than ever, number crunching affects your life in ways you might not even imagine. Intuition and experience are no longer enough to ma...

The rousing story of the last gasp of human agency and how today’s best and brightest minds are endeavoring to put an end to it.It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills—and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. Th...

Why Everyone Needs Analytical SkillsWelcome to the age of data. No matter your interests (sports, movies, politics), your industry (finance, marketing, technology, manufacturing), or the type of organization you work for (big company, nonprofit, small start-up)—your world is awash with data.As a successful manager today, you must be able to make sense of all this information. You need to be conversant with analytical terminology and methods and able to work...

From lotteries, opinion polls and insurance to worries about murder rates, natural disasters and terrorism, probability plays a major part in our everyday lives—a part that is frequently and needlessly misunderstood. Jeffrey S. Rosenthal, a math professor and improvisational comedian, comes to the rescue with this irreverent, bestselling exploration of the odds and oddities of randomness. Looking at such familiar topics as poker hands, e-mail spam, political elections and game shows, S...

An "intriguing, insightful" look at how algorithms and robots could lead to social unrest—and how to avoid it ( The Economist, Books of the Year).After decades of effort, researchers are finally cracking the code on artificial intelligence. Society stands on the cusp of unprecedented change, driven by advances in robotics, machine learning, and perception powering systems that rival or exceed human capabilities. Driverless cars, robotic helpers, and intell...

Seize the advantage in every trade using your greatest asset—“psychological capital”!When it comes to investing, we're usually taught to “conquer” our emotions. Denise Shull sees it in reverse: We need to use our emotions.Combining her expertise in neuroscience with her extensive trading experience, Shull seeks to help you improve your decision making by navigating the shifting relationships among reason, analysis, emotion, and intuition. This is y...

"There comes a time in the life of a subject when someone steps up and writes the book about it. AIQ explores the fascinating history of the ideas that drive this technology of the future and demystifies the core concepts behind it; the result is a positive and entertaining look at the great potential unlocked by marrying human creativity with powerful machines." —Steven D. Levitt, bestselling co-author of FreakonomicsFrom leading data...