At a summer tea party in Cambridge, England, a guest states that tea poured into milk tastes different from milk poured into tea. Her notion is shouted down by the scientific minds of the group. But one man, Ronald Fisher, proposes to scientifically test the hypothesis. There is no better person to conduct such an experiment, for Fisher is a pioneer in the field of statistics.The Lady Tasting Tea spotlights not only Fisher's theories but also the revolutionary ideas of dozens of men and women which affect our modern everyday lives. Writing with verve and wit, David Salsburg traces breakthroughs ranging from the rise and fall of Karl Pearson's theories to the methods of quality control that rebuilt postwar Japan's economy, including a pivotal early study on the capacity of a small beer cask at the Guinness brewing factory. Brimming with intriguing tidbits and colorful characters, The Lady Tasting Tea salutes the spirit of those who dared to look at the world in a new way.

    It is played, watched, written about and talked to death by millions virtually every day of the year. But how do the characteristics of England and Italy affect the game in these two footballing nations? Do the national stereotypes of Italians as passionate, stylish lotharios and the English as cold-hearted eccentrics still hold true when they kick a ball around? In The Italian Job, for the first time, a footballer of the first rank, Gianluca Vialli, in conjunction with sportswriter and broadcaster Gabriele Marcotti, tackles this debate head on. Uniquely positioned across both the English and the Italian games, they provide a fascinating and highly controversial commentary on where football is now and where it's headed. And they have invited some of the biggest names in the sport to join in their discussion. Sir Alex Ferguson, Jose Mourinho, Arsene Wenger, Sven Goran Eriksson, Fabio Capello and Marcello Lippi, amongst others, add their not inconsiderable weight to the highest-profile symposium on football ever convened.Gianluca Vialli and Gabriele Marcotti explore every aspect of football, be it tactical and technical or cultural and sociological. Stuffed full of controversial opinions and gripping revelations, The Italian Job takes you on a journey to the very heart of two of the world's great footballing cultures.

    But how can you get started working in a wide-ranging, interdisciplinary field that’s so clouded in hype? This insightful book, based on Columbia University’s Introduction to Data Science class, tells you what you need to know.In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you’re familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science.Topics include:Statistical inference, exploratory data analysis, and the data science processAlgorithmsSpam filters, Naive Bayes, and data wranglingLogistic regressionFinancial modelingRecommendation engines and causalityData visualizationSocial networks and data journalismData engineering, MapReduce, Pregel, and HadoopDoing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O’Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

    But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear: Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions. Prediction tools increase productivity--operating machines, handling documents, communicating with customers. Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete. Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.

    But are you using it to “out-think” your rivals? If not, you may be missing out on a potent competitive tool.In Competing on Analytics: The New Science of Winning, Thomas H. Davenport and Jeanne G. Harris argue that the frontier for using data to make decisions has shifted dramatically. Certain high-performing enterprises are now building their competitive strategies around data-driven insights that in turn generate impressive business results. Their secret weapon? Analytics: sophisticated quantitative and statistical analysis and predictive modeling.Exemplars of analytics are using new tools to identify their most profitable customers and offer them the right price, to accelerate product innovation, to optimize supply chains, and to identify the true drivers of financial performance. A wealth of examples—from organizations as diverse as Amazon, Barclay’s, Capital One, Harrah’s, Procter & Gamble, Wachovia, and the Boston Red Sox—illuminate how to leverage the power of analytics.

     What does it take to drop ten strokes from your golf score? What part of Tiger Woods’ game makes him a winner? Traditional golf stats can't answer these questions. Broadie, a professor at Columbia Business School, helped the PGA Tour develop its cutting-edge strokes gained putting stat. In this eye-opening new book, Broadie uses analytics from the financial world to uncover the secrets of the game of golf. He crunches mountains of data to show both professional and amateur golfers how to make better decisions on the course.  This eagerly awaited resource is for any player who wants to understand the pros, improve golf skills, and make every shot count.

    This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You’ll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you’ve learned along the way. You’ll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results

    A top-scoring striker with Paris Saint-Germain and captain of the Swedish national team, he has dominated the world’s most storied teams, including Ajax, Juventus, Inter Milan, Barcelona, and AC Milan. But his life wasn’t always so charmed. Born to Balkan immigrants who divorced when he was a toddler, Zlatan learned self-reliance from his rough-and-tumble neighborhood. While his father, a Bosnian Muslim, drank to forget the war back home, his mother’s household was engulfed in chaos. Soccer was Zlatan’s release. Mixing in street moves and trick plays, Zlatan was a wild talent who rode to practice on stolen bikes and relished showing up the rich kids—opponents and teammates alike. Goal by astonishing goal, the brash young outsider grew into an unlikely prodigy and, by his early twenties, an international phenomenon. Told as only the man himself could tell it, featuring stories of friendships and feuds with the biggest names in the sport, I Am Zlatan is a wrenching, uproarious, and ultimately redemptive tale for underdogs everywhere.

    Darrell Huff runs the gamut of every popularly used type of statistic, probes such things as the sample study, the tabulation method, the interview technique, or the way the results are derived from the figures, and points up the countless number of dodges which are used to fool rather than to inform.

    'Calcio' tells the story of Italian football from its origins in the 1890's to the present day. It takes us through a history of great players and teams, of style, passion and success, but also of violence, cynicism, catenaccio tactics and corruption. We meet the personalities that have shaped this history -- from the Italian heroes to the foreigners that failed, the model professionals to the mavericks. 'Calcio' evokes the triumphs (the 1982 World Cup victory) and the tragedies (Meroni, the 'Italian George Best', killed by his number one fan), set against a backdrop of paranoia and intrigue, in a country where the referee is seen as corrupt until proven otherwise. Calcio is no longer a game. It is sometimes difficult to define it as a sport. It is certainly big business and a fanatical civic religion. There is no moral code here. Winners are always right, losers always wrong. This history of Italian football reveals all about the richest and toughest league in the world.

    Whether it is a manager being sacked, the signing of a new star player, television rights negotiations, player misconduct or multi-million-pound club takeovers, lawyers remain at the heart of all football business dealings. Written by leading Premier League lawyer Daniel Geey, who has dealt with all these incidents first hand, this highly accessible book explores the issues - from pitch to boardroom - that shape the modern game and how these impact leagues, clubs, players and fans.Featuring insider anecdotes and expert contributions, Done Deal provides football fans with a fresh and authoritative perspective on all off-field football matters.

    Now, following the private prosecution for manslaughter brought by the bereaved families against two senior police officers, this revised edition considers the background, progress and implications of that court action. It examines the conduct of the seven-week trial, the legal arguments, the key evidence, the cases for the prosecution and defence, the judge's controversial direction and the outcome. The jury, while acquitting his assistant, failed to reach a verdict on the match commander, Chief Superintendent Duckenfield. The judge then refused a retrial. Using verbatim accounts, the book's detailed analysis demonstrates the inadequacy of the law and the inappropriate breadth of judicial discretion, which undermines and inhibits such cases.Hillsborough: The Truth is already established as the definitive, unique account of the disaster - in which 96 men, women and children died, hundreds were injured and thousands traumatised - and its long-term aftermath. It reveals the contradictions between the Taylor Inquiry and the anachronistic and controversial inquest system, which returned verdicts of accidental death when negligence had been clearly established. It also exposes the appalling treatment endured by the bereaved and survivors in the immediate aftermath; the inhumanity of the identification process; problems concerning the emergency response and standards of medical care; and the systematic review and alteration of police statements by South Yorkshire police managers and their solicitors - evidently approved by the West Midlands police investigation team and Lord Justice Taylor.Powerful, disturbing and harrowing, Hillsborough: The Truth puts the disaster into the context of institutional complacency, which made a tragedy on this scale inevitable. It shows how the law fails to provide appropriate means of access, disclosure and redress for those facing the consequences of institutional neglect and personal negligence. And it tells how ordinary people can suffer when those in authority sacrifice truth and accountability to protect their reputations.

    From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, because it treats men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias, in time, money, and often with their lives.Celebrated feminist advocate Caroline Criado Perez investigates the shocking root cause of gender inequality and research in Invisible Women​, diving into women’s lives at home, the workplace, the public square, the doctor’s office, and more. Built on hundreds of studies in the US, the UK, and around the world, and written with energy, wit, and sparkling intelligence, this is a groundbreaking, unforgettable exposé that will change the way you look at the world.

    This is the inside story of how the team came to redefine how the game is played, told by the journalist closer to it than any other. This edition contains a new epilogue reflecting on the departure of Pep Guardiola and Spain s victory at Euro 2012. It is of huge interest to anyone who loves the way this team plays football which is anyone who loves the game.

    Out on the pitch a lone brass player sounds the haunting Post Horn Gallop, for 80 years the home players' entrance tune. Spines tingle. Air is gulped into opposition lungs. Game time, time to begin the chase. Burning fox eyes peer down from between the decks of one of the stands. On the stadium's outside wall a royal blue LCD display says #Fearless.Welcome to Leicester City. They were always a club with a difference but in 2015-16 they created a story that in modern football stands unique. Who could believe it: from relegation certainties to champions of England? It was when, on behalf of every small club, dreams were hunted at the King Power, a season where the impossible became merely quarry.5,000-1 shots when the campaign started, Leicester's transformation has been remarkable. This is the most incredible cast of written-offs, grafters, misfits and journeymen, coming together in a special time and place to simultaneously have the season of their lives. Fearless will document Leicester's hunt of their impossible dream. It will tell the greatest football tale of the Premier League era, in loving detail, with the inside track. Now that Leicester have gone all the way and won the title, it is the best story in world sports - for years.Premier League champions. The side who'd been adrift at the bottom 12 months previously, who's started the season as relegation favourites, whose manager was favourite to be the first one sacked once the campaign got underway. A League One side only seven seasons previously. A squad of �500,000 and �1m men. Leicester. Ridiculous. Miraculous. Fearless.