This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    These documents reveal the clandestine dealings of clubs, players and agents at the highest echelons of international football. And the story they tell is astonishing.From the eye-popping details of player transfers including Neymar Jr, Pogba and Coutinho, to the loopholes and opaque tax structures that ensure maximum earnings for players and agents alike, this is a tale rife with rapacious greed and questionable deals. At the same time, it is the gripping story of a fan who wanted to free football from its corrupt overlords - and now finds himself on the run.

    With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

    He takes cricket fans through all the seismic events in cricket’s tragicomic history, from its accidental birth to its run-in with death. Lords, maharajahs and refugees have all played the game that has survived many wars, corruption and terrorism to still be standing – still be captivating – today. Cricket has been dented by history, evolved by nature, grown entire nations and had to fight just to remain. This is not just the story of the people who played the game; this is Test cricket’s story.

    The resulting collision produced a dazzling explosion and a struggle of mythic magnitude. At stake was not just baseball dominance, but eternal glory and the very soul of a sport. For much of fourteen seasons, the Cobb-Ruth rivalry occupied both men and enthralled a generation of fans. Even their retirement from the ball diamond didn’t extinguish it.On the cusp of America’s entry into World War II, a quarter century after they first met at Navin Field, Cobb and Ruth rekindled their long-simmering feud—this time on the golf course. Ty and Babe battled on the fairways of Long Island, New York; Newton, Massachusetts; and Grosse Ile, Michigan; in a series of charity matches that spawned national headlines and catapulted them once more into the spotlight.Ty and The Babe is the story of their remarkable relationship. It is a tale of grand gestures and petty jealousies, superstition and egotism, spectacular feats and dirty tricks, mind games and athleticism, confrontations, conflagrations, good humor, growth, redemption, and, ultimately, friendship. Spanning several decades, Ty and The Babe conjures the rollicking cities of New York, Boston, and Detroit and the raucous world of baseball from 1915 to 1928, as it moved from the Deadball days of Cobb to the Lively Ball era of Ruth. It also visits the spring and summer of 1941, starting with the Masters Tournament at Augusta National, where Cobb formally challenged Ruth, and continuing with the golf showdown that saw both men employ secret weapons.On these pages, author Tom Stanton challenges the stereotypes that have cast Cobb forever as a Satan and Ruth as a Santa Claus. Along the way, he brings to life a parade of memorable characters: Bobby Jones, Walter Hagen, Grantland Rice, Tris Speaker, Lou Gehrig, Will Rogers, Joe DiMaggio, a trick shot–shooting former fugitive, and a fifteen-year-old caddy with an impeccable golf lineage.No other ball players dominated their time as formidably as Ty Cobb and Babe Ruth. Even today, many decades since either man walked this earth, they tower over the sport. Who was better? Who was the greatest? Those questions followed them throughout their baseball careers, into retirement, and onto the putting greens. That they linger yet is a testament to their talents and personalities. Praise for the Writing of Tom Stanton: "Ruth and Cobb come together as never before in this charming story of rivalry and friendship. Stanton, a keen storyteller, has written a book that surprises and delights."-Jonathan Eig, author of Luckiest Man: The Life and Death of Lou Gehrig "The wardrobe mistress of baseball history seems to have assigned the white hat to Babe Ruth and the black hat to Ty Cobb for all time. The Babe, the legendary Sultan of Swat, has become the patron saint of the sport, flamboyant and loud, larger than life, hail fellow well met, a character who hit mammoth home runs and wiped the runny noses of neighborhood urchins. Cobb has become the villain, foul mouthed and cantankerous, unliked and unloved by even his teammates. . . . Now Tom Stanton comes along to rearrange the roles in his terrific new book, Ty and The Babe, which chronicles the relationship between the two baseball icons. He takes off the hats and tells us about the real people. And it all is great fun."-Leigh Montville, author of The Big Bam "Wonderful! Ty and The Babe is rich, elegant, and powerful. Tom Stanton vividly brings back to life two rival sports icons in a rollicking tale filled with tension, humor, and warmth. It's fantastic."-Ernie Harwell, Hall of Fame broadcaster "Frankly, Ty and The Babe had me hooked from the opening page, a thoroughly absorbing tale that has all the charm and elements of an unforgettable film-the two greatest players from baseball's Golden Era, blood feuds, dueling rivals, brawling fans, mythologizing sportswriters and the consequences of a rapidly changing game . . . all capped off by a poignant golf match between a pair of fading titans. Tom Stanton has beautifully re-created the most romantic period of American sports, provided new and powerful insights into a pair of greatly misunderstood figures in Cobb and Ruth, and given baseball and golf fans everywhere something to cheer lustily about."-James Dodson, author of Final Rounds and Ben Hogan: An American Life

    Years later, Ma has inspired not only a bestselling novel and hit movie, but has also started three different companies—the latest of which, Citizen Sports, is an innovative marriage of sports, betting, and digital technology—and launched a successful corporate speaking career. The House Advantage reveals Ma's cutting-edge mathematical insights into the world of statistics and makes them applicable to a wide business audience. He argues that numbers are the key to analyzing nearly everything in the world of business, from how to spot and profit from global market inefficiencies to having multiple backup plans in anticipation of every probability. Ma's stories and business lessons are as intriguing as they are universally applicable.

    Millions of fans have enjoyed Bremer’s observations, insight, and magical storytelling on television broadcasts. Now, in this striking memoir, the Minnesota native and lifelong Twins fan takes fans behind the mic, into the clubhouse, and beyond as only he can. Told through 108 unique anecdotes–one for each stitch in a baseball–Bremer weaves the tale of a lifetime, from childhood memories of the ballfield in remote Dumont, Minnesota, to his early radio days as the “Duke in the Dark,” to champagne soaked clubhouses in 1987 and 1991, and his encounters with Twins legends ranging from Calvin Griffith and Harmon Killebrew, to Kirby Puckett and Kent Hrbek, to Joe Mauer and Justin Morneau. Game Used gives fans a rare seat alongside Bremer and his broadcast partners, including Killebrew, Bert Blyleven, Jack Morris, Jim Kaat, Tom Kelly, and other Twins legends.

    . ." and "The data bear this out. . . ." But the field of statistics is not just about data. Statistics is the entire process involved in gathering evidence to answer questions about the world, in cases where that evidence happens to be numerical data. Statistics For Dummies is for everyone who wants to sort through and evaluate the incredible amount of statistical information that comes to them on a daily basis. (You know the stuff: charts, graphs, tables, as well as headlines that talk about the results of the latest poll, survey, experiment, or other scientific study.) This book arms you with the ability to decipher and make important decisions about statistical results, being ever aware of the ways in which people can mislead you with statistics. Get the inside scoop on number-crunching nuances, plus insight into how you canDetermine the odds Calculate a standard score Find the margin of error Recognize the impact of polls Establish criteria for a good survey Make informed decisions about experiments This down-to-earth reference is chock-full of real examples from real sources that are relevant to your everyday life: from the latest medical breakthroughs, crime studies, and population trends to surveys on Internet dating, cell phone use, and the worst cars of the millennium. Statistics For Dummies departs from traditional statistics texts, references, supplement books, and study guides in the following ways:Practical and intuitive explanations of statistical concepts, ideas, techniques, formulas, and calculations. Clear and concise step-by-step procedures that intuitively explain how to work through statistics problems. Upfront and honest answers to your questions like, "What does this really mean?" and "When and how I will ever use this?" Chances are, Statistics For Dummies will be your No. 1 resource for discovering how numerical data figures into your corner of the universe.

    Each self-contained chapter consists of three sections. The first describes the statistic, including how it is used and what information it provides. The second section reviews how it works, how to calculate the formula, the strengths and weaknesses of the technique, and the conditions needed for its use. The final section provides examples that use and interpret the statistic. A glossary of terms and symbols is also included.New features in the second edition include:an interactive CD with PowerPoint presentations and problems for each chapter including an overview of the problem's solution; new chapters on basic research concepts including sampling, definitions of different types of variables, and basic research designs and one on nonparametric statistics; more graphs and more precise descriptions of each statistic; and a discussion of confidence intervals.This brief paperback is an ideal supplement for statistics, research methods, courses that use statistics, or as a reference tool to refresh one's memory about key concepts. The actual research examples are from psychology, education, and other social and behavioral sciences.Materials formerly available with this book on CD-ROM are now available for download from our website www.psypress.com. Go to the book's page and look for the 'Download' link in the right-hand column.

    For a supporter of any team, from the U.S. national teams to Manchester United, or any competition, from Mexico's Liga MX to the World Cup, this book reveals what players and managers are thinking before, during, and after games and delivers a true behind-the-scenes perspective on the inner workings of the sport's brightest minds. America's premier soccer journalist, Grant Wahl, follows world-class players from across the globe examining how they do their jobs. This access imbues Masters of Modern Soccer with deep insight from the players on how goalkeepers, defenders, midfielders, and forwards function individually and as a unit to excel and win. Wahl also shadows a manager and director of soccer as they juggle the challenges of coaching, preparation, and the short- and long-term strategies of how to identify and acquire talent and deploy it on the field. A book that will stand the test of time, Masters of Modern Soccer is the most in-depth analysis of the craft of soccer ever written for the American fan. For any fan, player, coach, or sideline enthusiast, this book will change the way they watch the game.

    In the wake of that defeat, author and Boston Globe sports columnist Dan Shaughnessy has updated his bewitching story of the curse that has lain over the Red Sox since they sold Babe Ruth to the hated Yankees in 1920. Here he sheds light on classic Sox debacles?from Johnny Pesky?s so- called hesitation throw, to the horrifying dribbler that slithered between Bill Buckner?s legs, to last year?s stunning extra-inning home run that kept the Sox without a World Championship for yet another year. Lively and filled with anecdotes, this is baseball folklore at its best.

    Entering is one thing.

    We’ve comea long way since then. With this book, Drs. Romero and Balch liftthe veil from many of these once-opaque concepts in high-techfinance. We can all benefit from learning how the cooperationbetween wetware and software creates fitter models. This bookdoes a fantastic job describing how the latest advances in financialmodeling and data science help today’s portfolio managerssolve these greater riddles. —Michael Himmel, ManagingPartner, Essex Asset ManagementI applaud Phil Romero’s willingness to write about the hedgefund world, an industry that is very private, often flamboyant,and easily misunderstood. As with every sector of the investmentlandscape, the hedge fund industry varies dramaticallyfrom quantitative “black box” technology, to fundamental researchand old-fashioned stock picking. This book helps investorsdistinguish between these diverse opposites and understandtheir place in the new evolving world of finance. —Mick Elfers,Founder and Chief Investment Strategist, Irvington Capital

    Experiments provide the feedback loop that allows us, in certain limited ways, to identify error in our beliefs as a first step to correcting them. Over the course of the first half of the twentieth century, scientists invented a methodology for executing controlled experiments to evaluate certain kinds of proposed social interventions. This technique goes by many names in different contexts (randomized control trials, randomized field experiments, clinical trials, etc.). Over the past ten to twenty years this has been increasingly deployed in a wide variety of contexts, but it remains the red-haired step child of modern social science. This is starting to change, and this change should be encouraged and accelerated, even though the staggering complexity of human society creates severe limits to what social science could be realistically expected to achieve. Randomized trials have shown, for example, that work requirements for welfare recipients have succeeded like nothing else in encouraging employment, that charter school vouchers have been successful in increasing educational attainment for underprivileged children, and that community policing has worked to reduce crime, but also that programs like Head Start and Job Corps, which might be politically attractive, fail to attain their intended objectives. Business leaders can also use experiments to test decisions in a controlled, low-risk environment before investing precious resources in large-scale changes – the philosophy behind Manzi’s own successful software company.In a powerful and masterfully-argued book, Manzi shows us how the methods of science can be applied to social and economic policy in order to ensure progress and prosperity.

    From the ill-received takeover of Manchester United by the Glazer family to Paris Saint Germain's current shopping spree for the best footballers on the planet, soccer finance has become an increasingly important part of the game. Barely a summer goes by now without a cherished club going into administration or a wealthy businessman funding a mid table team's ascension to Champions League competitor. Meanwhile, the twice-annual multi-million dollar merry-go-round of transfer season sees players (and now managers) signed for sums thought impossible just a decade ago. Understanding soccer finance has become essential for comprehending the beautiful game. But for many fans, soccer finance remains, frustratingly, a world that is opaque and difficult to grasp. Stefan Szymanski, co-author of the bestselling Soccernomics, tackles every soccer fan's burning questions in Money and Soccer: A Soccernomics Guide. From the abolition of the maximum wage in the 1960s, through to the impact of TV money both at home and abroad in the 1990s and 2000s, Szymanski explains how money, or lack of, affects your favorite club. Drawing on extensive research into financial records dating back to the 1970s, Szymanski provides clear analysis of the way that clubs have transformed in the modern era. This book isn't limited to European clubs. Szymanski, a renowned expert on sports management and economics, looks at what we can learn from comparing the ascension of Europe's biggest clubs to their lofty perches and with new financial models across the world. Through careful research and informative stories drawn from around the globe, Szymanski provides an accessible guide to the world of soccer finance.