In this in-depth report, data scientist DJ Patil explains the skills, perspectives, tools and processes that position data science teams for success.Topics include: What it means to be "data driven." The unique roles of data scientists. The four essential qualities of data scientists. Patil's first-hand experience building the LinkedIn data science team.

    Over years of groundbreaking experiments, he has distilled remarkable discoveries significant enough to become the bedrock of a whole new scientific field: social physics. Humans have more in common with bees than we like to admit: We’re social creatures first and foremost. Our most important habits of action—and most basic notions of common sense—are wired into us through our coordination in social groups. Social physics is about idea flow, the way human social networks spread ideas and transform those ideas into behaviors. Thanks to the millions of digital bread crumbs people leave behind via smartphones, GPS devices, and the Internet, the amount of new information we have about human activity is truly profound. Until now, sociologists have depended on limited data sets and surveys that tell us how people say they think and behave, rather than what they actually do. As a result, we’ve been stuck with the same stale social structures—classes, markets—and a focus on individual actors, data snapshots, and steady states. Pentland shows that, in fact, humans respond much more powerfully to social incentives that involve rewarding others and strengthening the ties that bind than incentives that involve only their own economic self-interest. Pentland and his teams have found that they can study patterns of information exchange in a social network without any knowledge of the actual content of the information and predict with stunning accuracy how productive and effective that network is, whether it’s a business or an entire city. We can maximize a group’s collective intelligence to improve performance and use social incentives to create new organizations and guide them through disruptive change in a way that maximizes the good. At every level of interaction, from small groups to large cities, social networks can be tuned to increase exploration and engagement, thus vastly improving idea flow.  Social Physics will change the way we think about how we learn and how our social groups work—and can be made to work better, at every level of society. Pentland leads readers to the edge of the most important revolution in the study of social behavior in a generation, an entirely new way to look at life itself.

    Now he turns to the most important subject of all - understanding people's drives and motivations, even when they are unconscious of them themselves.We are social animals. Our very lives depend on our relationships with people. Knowing why people do what they do is the most important tool we can possess, without which our other talents can only take us so far. Drawing from the ideas and examples of Pericles, Queen Elizabeth I, Martin Luther King Jr, and many others, Greene teaches us how to detach ourselves from our own emotions and master self-control, how to develop the empathy that leads to insight, how to look behind people's masks, and how to resist conformity to develop your singular sense of purpose. Whether at work, in relationships, or in shaping the world around you, The Laws of Human Nature offers brilliant tactics for success, self-improvement, and self-defense.

    If you’ve ever sought a job or hired someone, applied to college or guided your child into a good kindergarten, asked someone out on a date or been asked out, you’ve participated in a kind of market. Most of the study of economics deals with commodity markets, where the price of a good connects sellers and buyers. But what about other kinds of “goods,” like a spot in the Yale freshman class or a position at Google? This is the territory of matching markets, where “sellers” and “buyers” must choose each other, and price isn’t the only factor determining who gets what.Alvin E. Roth is one of the world’s leading experts on matching markets. He has even designed several of them, including the exchange that places medical students in residencies and the system that increases the number of kidney transplants by better matching donors to patients. In Who Gets What — And Why, Roth reveals the matching markets hidden around us and shows how to recognize a good match and make smarter, more confident decisions.

    A few years ago, renowned investor Ray Dalio began noticing a confluence of political and economic conditions he hadn’t encountered before in his fifty-year career. They included large debts and zero or near-zero interest rates in the world’s three major reserve currencies; significant wealth, political, and values divisions within countries; and emerging conflict between a rising world power (China) and the existing one (US). Seeking to explain the cause-effect relationships behind these conditions, he began a study of analogous historical times and discovered that such combinations of conditions were characteristic of periods of transition, such as the years between 1930 and 1945, in which wealth and power shifted in ways that reshaped the world order. Looking back across five hundred years of history and nine major empires—including the Dutch, the British, and the American—The Changing World Order puts into perspective the cycles and forces that have driven the successes and failures of all the world’s major countries throughout history. Dalio reveals the timeless and universal dynamics that were behind these shifts, while also offering practical principles for policymakers, business leaders, investors, and others operating in this environment.

    Four decide to jump off. How many are left? Answer: Five Why? Because there's a difference between deciding and doing. Written by Mark L. Feldman and Michael F. Spratt of PricewaterhouseCoopers, Five Frogs on a Log offers readers an entertaining and no-nonsense field guide to the mergers and acquisitions jungle, packed with insight and instruction for executing corporate change and capturing shareholder value. Whether you're buying another company or acquiring a new vision of the future, this book proffers an unconventional perspective and a practical, readily accessible set of solutions to the single greatest challenge facing today's managers: executing rapid transitions ion mergers, acquisitions and gut wrenching change.Designed for corporate managers and CEOs caught up in the whirlwind of change, every chapter provides accessible ideas and wisdom for navigating the most demanding business transitions. The authors offer a unique hands-on perspective based on their work with top Fortune 500 firms. As they state:"Increasingly, the companies that win are those that learn faster, act quicker and adapt sooner. They will compress time by making and executing early, informed decisions about economic value creation, ruthless prioritization and focused resource allocation. They will use these decisions to take early firm stands on management deployment, organization structure and culture. Their actions will increasingly be linked to long-term, sustained economic value creation." The advice and expertise offered in this book can be used to solve a range of operational problems from speeding up new product development to merging two businesses; from changing company culture to repositioning a business in a while new marketplace.Whatever the challenges and opportunities facing you, your company, your industry, Five Frogs on a Log will move you from deciding to doing.

    How have we achieved so much despite understanding so little? Cognitive scientists Steven Sloman and Philip Fernbach argue that we survive and thrive despite our mental shortcomings because we live in a rich community of knowledge. The key to our intelligence lies in the people and things around us. We're constantly drawing on information and expertise stored outside our heads: in our bodies, our environment, our possessions, and the community with which we interact--and usually we don't even realize we're doing it. The human mind is both brilliant and pathetic. We have mastered fire, created democratic institutions, stood on the moon, and sequenced our genome. And yet each of us is error prone, sometimes irrational, and often ignorant. The fundamentally communal nature of intelligence and knowledge explains why we often assume we know more than we really do, why political opinions and false beliefs are so hard to change, and why individually oriented approaches to education and management frequently fail. But our collaborative minds also enable us to do amazing things. This book contends that true genius can be found in the ways we create intelligence using the world around us.

    He shows us how, over the last half-century, America's core values--meritocracy, innovation, due process, free speech, and even democracy itself--have somehow managed to power its decline into dysfunction. They have isolated our best and brightest, whose positions at the top have never been more secure or more remote. The result has been an erosion of responsibility and accountability, an epidemic of shortsightedness, an increasingly hollow economic and political center, and millions of Americans gripped by apathy and hopelessness. By examining the people and forces behind the rise of big-money lobbying, legal and financial engineering, the demise of private-sector unions, and a hamstrung bureaucracy, Brill answers the question on everyone's mind: How did we end up this way? Finally, he introduces us to those working quietly and effectively to repair the damages. At once a diagnosis of our national ills, a history of their development, and a prescription for a brighter future, Tailspin is a work of riveting journalism--and a welcome antidote to political despair.

    The former CEO of Medtronic draws from his own in-the-trenches experience and lessons from leaders (representing an array of companies) who have weathered tough economic storms. With straight talk and clear directions, George shows leaders specifically what they must do to become strong leaders and survive any crisis. His seven lessons include: Face Reality, Starting with Yourself; Never Waste a Good Crisis; and Be Aggressive: This is Your Best Chance to Win in the Market. Seven Lesson for Leading in Crisis is a survival kit for anyone in a leadership position.A concise handbook for applying proven leadership lessons in tough times Written by Bill George one of America's most trusted business leaders and author of True North and Authentic LeadershipOffers realistic actions leaders can take to put their companies on the right long-term path Seven Lesson for Leading in Crisis gives leaders a solid strategy for staying the course.

    In superb graphic detail, with hundreds of plans, illustrations, and diagrams, this comprehensive resource presents and entire library's worth of essential design data for residential development.

    He knows precisely what makes the difference between those who are simply bosses and those who are superior leaders, and between those who continue to rise to the top levels and those who get stuck along the way.In this lively and remarkably empowering book, Peshawaria offers readers the opportunity to experience the highest level of leadership training available in the world. Introducing the three core principles he has observed are the foundation of the best leadership––that great leaders clearly define their purpose and values; that nobody can motivate another person because everyone comes premotivated; and that a leader’s job is not to directly produce results but to create the conditions that will harness the energy of others—he details his unique and proven program for achieving leadership excellence. Sharing a wealth of illuminating stories, from those of Mulally’s achievement at Ford and Mack’s at Morgan Stanley, to how Harvey Golub and Ken Chenault successfully restored American Express to long-term sustainable growth, how Neville Isdell turned the Coca-Cola Company around, and the continuing prowess of Jeff Bezos in growing Amazon.com, he first reveals how extraordinary leaders marshal and sustain the level of energy in themselves that is required and how they enlist a core group of proficient co-leaders. He then outlines how to harness the energy and talents of those at all levels of an organization, igniting their motivation by following his RED guidelines for addressing their core needs concerning their Role, their work Environment, and their career Development. Finally, he introduces his unique Brains, Bones, and Nerves framework for: developing a clear strategy for competitive advantage (the Brains); crafting an optimal organizational structure (the Bones); and fostering a highly cooperative and motivated company culture (the Nerves). Filled with specific tips about the vital questions to ask and simple but powerful steps to follow, Too Many Bosses, Too Few Leaders is a manager’s essential tool kit for long-term superior performance.

    No other investor--Warren Buffett, Peter Lynch, Ray Dalio, Steve Cohen, or George Soros--can touch his record. Since 1988, Renaissance's signature Medallion fund has generated average annual returns of 66 percent. The firm has earned profits of more than $100 billion; Simons is worth twenty-three billion dollars.Drawing on unprecedented access to Simons and dozens of current and former employees, Zuckerman, a veteran Wall Street Journal investigative reporter, tells the gripping story of how a world-class mathematician and former code breaker mastered the market. Simons pioneered a data-driven, algorithmic approach that's sweeping the world.As Renaissance became a market force, its executives began influencing the world beyond finance. Simons became a major figure in scientific research, education, and liberal politics. Senior executive Robert Mercer is more responsible than anyone else for the Trump presidency, placing Steve Bannon in the campaign and funding Trump's victorious 2016 effort. Mercer also impacted the campaign behind Brexit.The Man Who Solved the Market is a portrait of a modern-day Midas who remade markets in his own image, but failed to anticipate how his success would impact his firm and his country. It's also a story of what Simons's revolution means for the rest of us.

    In this book you will find some shocking details of the great figures of science such as Newton, Galileo, Kepler, Copernicus and Kant, presented with the characteristic humor that only a popularizer of science as Sergio de Regules could bring to this wonderful collection of essays.

    This collection of articles and interviews, from some of the leading lights of the environmental and feminist movements, demonstrates that achieving gender equality is vital if we are to protect the environment upon which we all depend. It is a rallying call to environmental campaigning groups and other environmentalists who have, on the whole, neglected women's empowerment in their work.We hope that the book will encourage the environmental movement and women's movement to join in fighting the twin evils of women's oppression and environmental degradation, because social justice and environmental sustainability are two sides of the same coin.

    Nothing could be further from the truth. In Behind Every Good Decision, authors and analytics experts Piyanka Jain and Puneet Sharma demonstrate how professionals at any level can take the information at their disposal and leverage it to make better decisions. The authors’ streamlined frame work demystifies the process of business analytics and helps anyone move from data to decisions in just five steps…using only Excel as a tool. Readers will learn how to: Clarify the business question • Lay out a hypothesis-driven plan • Pull relevant data • Convert it to insights • Make decisions that make an impact Packed with examples and exercises, this refreshingly accessible book explains the four fundamental analytic techniques that can help solve a surprising 80% of all business problems. Business analytics isn’t rocket science—it’s a simple problem-solving tool that can help companies increase revenue, decrease costs, improve products, and delight customers. And who doesn’t want to do that?