The forces at play in the decade's battle for hockey supremacy-dazzling speed vs. brute force-are now, for better or worse, part of hockey's DNA. This book is a welcome reappraisal of the ten years that changed how the sport was played and experienced. Informed by first-hand interviews with players and game officials, and sprinkled with sidebars on the art and artifacts that defined Seventies hockey, the book brings dramatically alive hockey's most eventful years.

    Wouldn't it be wonderful if we could actually visualize data in such a way that we could maximize its potential and tell a story in a clear, concise manner? Thanks to the creative genius of Nathan Yau, we can. With this full-color book, data visualization guru and author Nathan Yau uses step-by-step tutorials to show you how to visualize and tell stories with data. He explains how to gather, parse, and format data and then design high quality graphics that help you explore and present patterns, outliers, and relationships.Presents a unique approach to visualizing and telling stories with data, from a data visualization expert and the creator of flowingdata.com, Nathan Yau Offers step-by-step tutorials and practical design tips for creating statistical graphics, geographical maps, and information design to find meaning in the numbers Details tools that can be used to visualize data-native graphics for the Web, such as ActionScript, Flash libraries, PHP, and JavaScript and tools to design graphics for print, such as R and Illustrator Contains numerous examples and descriptions of patterns and outliers and explains how to show them Visualize This demonstrates how to explain data visually so that you can present your information in a way that is easy to understand and appealing.

    Wade have on violent crime? Freakonomics will literally redefine the way we view the modern world.These may not sound like typical questions for an economist to ask. But Steven D. Levitt is not a typical economist. He is a much heralded scholar who studies the stuff and riddles of everyday life -- from cheating and crime to sports and child rearing -- and whose conclusions regularly turn the conventional wisdom on its head. He usually begins with a mountain of data and a simple, unasked question. Some of these questions concern life-and-death issues; others have an admittedly freakish quality. Thus the new field of study contained in this book: freakonomics.Through forceful storytelling and wry insight, Levitt and co-author Stephen J. Dubner show that economics is, at root, the study of incentives -- how people get what they want, or need, especially when other people want or need the same thing. In Freakonomics, they set out to explore the hidden side of ... well, everything. The inner workings of a crack gang. The truth about real-estate agents. The myths of campaign finance. The telltale marks of a cheating schoolteacher. The secrets of the Ku Klux Klan.What unites all these stories is a belief that the modern world, despite a surfeit of obfuscation, complication, and downright deceit, is not impenetrable, is not unknowable, and -- if the right questions are asked -- is even more intriguing than we think. All it takes is a new way of looking. Steven Levitt, through devilishly clever and clear-eyed thinking, shows how to see through all the clutter.Freakonomics establishes this unconventional premise: If morality represents how we would like the world to work, then economics represents how it actually does work. It is true that readers of this book will be armed with enough riddles and stories to last a thousand cocktail parties. But Freakonomics can provide more than that. It will literally redefine the way we view the modern world.(front flap)

    In this unconventional introduction, physicist Leonard Susskind and hacker-scientist George Hrabovsky offer a first course in physics and associated math for the ardent amateur. Unlike most popular physics books—which give readers a taste of what physicists know but shy away from equations or math—Susskind and Hrabovsky actually teach the skills you need to do physics, beginning with classical mechanics, yourself. Based on Susskind's enormously popular Stanford University-based (and YouTube-featured) continuing-education course, the authors cover the minimum—the theoretical minimum of the title—that readers need to master to study more advanced topics.An alternative to the conventional go-to-college method, The Theoretical Minimum provides a tool kit for amateur scientists to learn physics at their own pace.

    So wrong that a chimpanzee choosing answers at random will consistently outguess teachers, journalists, Nobel laureates, and investment bankers.In Factfulness, Professor of International Health and global TED phenomenon Hans Rosling, together with his two long-time collaborators, Anna and Ola, offers a radical new explanation of why this happens. They reveal the ten instincts that distort our perspective—from our tendency to divide the world into two camps (usually some version of us and them) to the way we consume media (where fear rules) to how we perceive progress (believing that most things are getting worse).Our problem is that we don’t know what we don’t know, and even our guesses are informed by unconscious and predictable biases.It turns out that the world, for all its imperfections, is in a much better state than we might think. That doesn’t mean there aren’t real concerns. But when we worry about everything all the time instead of embracing a worldview based on facts, we can lose our ability to focus on the things that threaten us most.Inspiring and revelatory, filled with lively anecdotes and moving stories, Factfulness is an urgent and essential book that will change the way you see the world and empower you to respond to the crises and opportunities of the future.

    A fun and fascinating look at great scientific paradoxes.   Throughout history, scientists have come up with theories and ideas that just don't seem to make sense.  These we call paradoxes.  The paradoxes Al-Khalili offers are drawn chiefly from physics and astronomy and represent those that have stumped some of the finest minds.  For example, how can a cat be both dead and alive at the same time?  Why will Achilles never beat a tortoise in a race, no matter how fast he runs?  And how can a person be ten years older than his twin?   With elegant explanations that bring the reader inside the mind of those who've developed them, Al-Khalili helps us to see that, in fact, paradoxes can be solved if seen from the right angle.  Just as surely as Al-Khalili narrates the enduring fascination of these classic paradoxes, he reveals their underlying logic.  In doing so, he brings to life a select group of the most exciting concepts in human knowledge.  Paradox is mind-expanding fun.

    Now available in a revised paperback edition, this classic bestseller can change the way the game of tennis is played.

    In the book that Runner's World magazine called "the best training book," premier running coach Jack Daniels provides you with his proven VDOT formula to guide you through training at exactly the right intensity to become a faster, stronger runner.Choose from the red, white, blue, and gold programs to get into shape, target a race program, or regain conditioning after a layoff or injury. Race competitively with programs for 800 meters, 1500 meters to 3000 meters, cross country races, 5K to 15K, and half-marathon up to the marathon. Each program incorporates the right mix of the five training intensities to help you build endurance, strength, and speed, and Daniels' intensity point system makes it easy to track the time you spend at each level.The formula can be customized to your current fitness level and the number of weeks you have available for training, and it provides the perfect solution for short training seasons. Get the results you're seeking every time you lace up your shoes for a training run or race with the workouts and programs detailed in Daniels' Running Formula.

    From the classroom to the courtroom and from financial markets to supermarkets, Mlodinow's intriguing and illuminating look at how randomness, chance, and probability affect our daily lives will intrigue, awe, and inspire.

    Here is a complete library of dimensional modeling techniques-- the most comprehensive collection ever written. Greatly expanded to cover both basic and advanced techniques for optimizing data warehouse design, this second edition to Ralph Kimball's classic guide is more than sixty percent updated.The authors begin with fundamental design recommendations and gradually progress step-by-step through increasingly complex scenarios. Clear-cut guidelines for designing dimensional models are illustrated using real-world data warehouse case studies drawn from a variety of business application areas and industries, including:* Retail sales and e-commerce* Inventory management* Procurement* Order management* Customer relationship management (CRM)* Human resources management* Accounting* Financial services* Telecommunications and utilities* Education* Transportation* Health care and insuranceBy the end of the book, you will have mastered the full range of powerful techniques for designing dimensional databases that are easy to understand and provide fast query response. You will also learn how to create an architected framework that integrates the distributed data warehouse using standardized dimensions and facts.This book is also available as part of the Kimball's Data Warehouse Toolkit Classics Box Set (ISBN: 9780470479575) with the following 3 books:The Data Warehouse Toolkit, 2nd Edition (9780471200246)The Data Warehouse Lifecycle Toolkit, 2nd Edition (9780470149775)The Data Warehouse ETL Toolkit (9780764567575)

    Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications.Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives when interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the key ideas and algorithms of reinforcement learning. Their discussion ranges from the history of the field's intellectual foundations to the most recent developments and applications. The only necessary mathematical background is familiarity with elementary concepts of probability.The book is divided into three parts. Part I defines the reinforcement learning problem in terms of Markov decision processes. Part II provides basic solution methods: dynamic programming, Monte Carlo methods, and temporal-difference learning. Part III presents a unified view of the solution methods and incorporates artificial neural networks, eligibility traces, and planning; the two final chapters present case studies and consider the future of reinforcement learning.

    Now he's sharing his collection of antipatterns--the most common errors he's identified in those thousands of requests for help. Most developers aren't SQL experts, and most of the SQL that gets used is inefficient, hard to maintain, and sometimes just plain wrong. This book shows you all the common mistakes, and then leads you through the best fixes. What's more, it shows you what's behind these fixes, so you'll learn a lot about relational databases along the way. Each chapter in this book helps you identify, explain, and correct a unique and dangerous antipattern. The four parts of the book group the anti​patterns in terms of logical database design, physical database design, queries, and application development. The chances are good that your application's database layer already contains problems such as Index Shotgun, Keyless Entry, Fear of the Unknown, and Spaghetti Query. This book will help you and your team find them. Even better, it will also show you how to fix them, and how to avoid these and other problems in the future. SQL Antipatterns gives you a rare glimpse into an SQL expert's playbook. Now you can stamp out these common database errors once and for all. Whatever platform or programming language you use, whether you're a junior programmer or a Ph.D., SQL Antipatterns will show you how to design and build databases, how to write better database queries, and how to integrate SQL programming with your application like an expert. You'll also learn the best and most current technology for full-text search, how to design code that is resistant to SQL injection attacks, and other techniques for success.

    Recent studies show that too much sitting contributes to a host of diseases—from obesity and diabetes to cancer and depression—and literally shortens your life. The facts are in: your chair is your enemy, and it is murdering your body. In Deskbound, Dr. Kelly Starrett—physical therapist and author of the New York Times and Wall Street Journal bestselling book Becoming a Supple Leopard—unveils how your sedentary lifestyle is killing you and, more important, what you can do to change it. Deskbound offers a detailed battle plan for surviving the chair and reclaiming your birthright of mobility and freedom from pain. It provides creative solutions to reduce the amount of time you spend perched on your backside, as well as strategies for the workplace and school that will improve your productivity and your overall health. You will learn how to identify and fix poor posture while sitting and standing; how to prevent, treat, and resolve low back, neck, shoulder, and wrist pain; and avoid and reverse repetitive stress injuries like carpal tunnel and tendonitis. Whether your goal is to maximize your performance in and out of the workplace or simply to live pain free, Deskbound is the blueprint. Dr. Starrett provides a revolutionary cure for desk-death.

    Now with the second edition, readers will find information on key new topics such as neural networks and statistical pattern recognition, the theory of machine learning, and the theory of invariances. Also included are worked examples, comparisons between different methods, extensive graphics, expanded exercises and computer project topics.An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.

    We are still waiting to find out who won. The Indy 500 was created to showcase the controversial new sport of automobile racing, which was sweeping the country. Daring young men were driving automobiles at the astonishing speed of 75 miles per hour, testing themselves and their vehicles. It was indeed a young man’s game: with no seat belts, hard helmets or roll bars, the dangers were enormous. When the Indianapolis Motor Speedway opened in 1909, seven people were killed, some of them spectators. Oil-slicked surfaces, clouds of smoke, exploding tires, and flying grit all made driving extremely hazardous, especially with the open-cockpit, windshield-less vehicles. Most drivers rode with a mechanic, who pumped oil manually while watching for cars attempting to pass. Drivers sometimes threw wrenches or bolts at each other during the race in order to gain an advantage. The night before an event, the racers would take up a collection for the next day’s new widows. Bookmakers offered bets not only on who might win but who might survive. Not all the participants in that first Indy 500 lived to see the checkered flag. Although the 1911 Indy 500 judges declared Ray Harroun, driving a Marmon Wasp, the official winner, there is reason to doubt that result. The timekeeping equipment failed, and the judges had to run for their lives when a driver lost control and his car spun wildly toward their stand. It took officials two days to determine the results, and Speedway authorities ordered the records to be destroyed. But Blood and Smoke is about more than a race, even a race as fabled as the Indianapolis 500. It is the story of America at the dawn of the automobile age, 29.99 a country in love with speed, danger, and spectacle. It is a story, too, about the young men who would risk their lives for money and glory, the sportsmen whose antics would thrill and outrage Americans in those long-ago days when the automobile was still brand new.