Book picks similar to
Big Data Baseball: Math, Miracles, and the End of a 20-Year Losing Streak by Travis Sawchik
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Complexity and Chaos
Roger White - 1994
But scientists in the late 20th century have found patterns in things formerly thought to be chaotic; their theories help explain the unstable irregular yet highly structured features of everyday experience. It now seems likely that randomness and chaos play an essential role in the evolution of the living world-and of intelligence itself. Script by Dr. Roger White.
Stolen Season: A Journey Through America and Baseball's Minor Leagues
David Lamb - 1991
He encounters enterprising owners, dedicated managers, die-hard fans, Hall of Fame instructors, and hopeful players. 8-page insert.
Linked: How Everything Is Connected to Everything Else and What It Means for Business, Science, and Everyday Life
Albert-László Barabási - 2002
Albert-László Barabási, the nation’s foremost expert in the new science of networks and author of Bursts, takes us on an intellectual adventure to prove that social networks, corporations, and living organisms are more similar than previously thought. Grasping a full understanding of network science will someday allow us to design blue-chip businesses, stop the outbreak of deadly diseases, and influence the exchange of ideas and information. Just as James Gleick and the Erdos–Rényi model brought the discovery of chaos theory to the general public, Linked tells the story of the true science of the future and of experiments in statistical mechanics on the internet, all vital parts of what would eventually be called the Barabási–Albert model.
A Mathematician Reads the Newspaper
John Allen Paulos - 1995
From the Senate, SATs, and sex, to crime, celebrities, and cults, he takes stories that may not seem to involvemathematics at all and demonstrates how a lack of mathematical knowledge canhinder our understanding of them.After reading A Mathematician Reads the Newspaper, it will beimpossible to look at the newspaper in the same way.-- PhiladelphiaInquirer It would be great to have John Allen Paulos living next door. Everymorning when you read the paper and come across some story that didn't seemquite right--that had the faint odor of illogic hovering about it-- you couldjust lean out the window and shout, 'John! Get the hell over here!'. A fun, spunky, wise little book that would be helpful to both the consumers of thenews and its purveyors. -- Washington Post Book World
Why Does E=mc²? (And Why Should We Care?)
Brian Cox - 2009
Breaking down the symbols themselves, they pose a series of questions: What is energy? What is mass? What has the speed of light got to do with energy and mass? In answering these questions, they take us to the site of one of the largest scientific experiments ever conducted. Lying beneath the city of Geneva, straddling the Franco-Swiss boarder, is a 27 km particle accelerator, known as the Large Hadron Collider. Using this gigantic machine—which can recreate conditions in the early Universe fractions of a second after the Big Bang—Cox and Forshaw will describe the current theory behind the origin of mass.Alongside questions of energy and mass, they will consider the third, and perhaps, most intriguing element of the equation: 'c' - or the speed of light. Why is it that the speed of light is the exchange rate? Answering this question is at the heart of the investigation as the authors demonstrate how, in order to truly understand why E=mc2, we first must understand why we must move forward in time and not backwards and how objects in our 3-dimensional world actually move in 4-dimensional space-time. In other words, how the very fabric of our world is constructed. A collaboration between two of the youngest professors in the UK, Why Does E=mc2? promises to be one of the most exciting and accessible explanations of the theory of relativity in recent years.
A Man for All Markets
Edward O. Thorp - 2016
Thorp invented card counting, proving the seemingly impossible: that you could beat the dealer at the blackjack table. As a result he launched a gambling renaissance. His remarkable success--and mathematically unassailable method--caused such an uproar that casinos altered the rules of the game to thwart him and the legions he inspired. They barred him from their premises, even put his life in jeopardy. Nonetheless, gambling was forever changed.Thereafter, Thorp shifted his sights to "the biggest casino in the world" Wall Street. Devising and then deploying mathematical formulas to beat the market, Thorp ushered in the era of quantitative finance we live in today. Along the way, the so-called godfather of the quants played bridge with Warren Buffett, crossed swords with a young Rudy Giuliani, detected the Bernie Madoff scheme, and, to beat the game of roulette, invented, with Claude Shannon, the world's first wearable computer.Here, for the first time, Thorp tells the story of what he did, how he did it, his passions and motivations, and the curiosity that has always driven him to disregard conventional wisdom and devise game-changing solutions to seemingly insoluble problems. An intellectual thrill ride, replete with practical wisdom that can guide us all in uncertain financial waters, A Man for All Markets is an instant classic--a book that challenges its readers to think logically about a seemingly irrational world.Praise for A Man for All Markets"In A Man for All Markets, [Thorp] delightfully recounts his progress (if that is the word) from college teacher to gambler to hedge-fund manager. Along the way we learn important lessons about the functioning of markets and the logic of investment."--The Wall Street Journal"[Thorp] gives a biological summation (think Richard Feynman's Surely You're Joking, Mr. Feynman!) of his quest to prove the aphorism 'the house always wins' is flawed. . . . Illuminating for the mathematically inclined, and cautionary for would-be gamblers and day traders"--
Library Journal
Statistics Done Wrong: The Woefully Complete Guide
Alex Reinhart - 2013
Politicians and marketers present shoddy evidence for dubious claims all the time. But smart people make mistakes too, and when it comes to statistics, plenty of otherwise great scientists--yes, even those published in peer-reviewed journals--are doing statistics wrong."Statistics Done Wrong" comes to the rescue with cautionary tales of all-too-common statistical fallacies. It'll help you see where and why researchers often go wrong and teach you the best practices for avoiding their mistakes.In this book, you'll learn: - Why "statistically significant" doesn't necessarily imply practical significance- Ideas behind hypothesis testing and regression analysis, and common misinterpretations of those ideas- How and how not to ask questions, design experiments, and work with data- Why many studies have too little data to detect what they're looking for-and, surprisingly, why this means published results are often overestimates- Why false positives are much more common than "significant at the 5% level" would suggestBy walking through colorful examples of statistics gone awry, the book offers approachable lessons on proper methodology, and each chapter ends with pro tips for practicing scientists and statisticians. No matter what your level of experience, "Statistics Done Wrong" will teach you how to be a better analyst, data scientist, or researcher.
Wallace: The Underdog Who Conquered a Sport, Saved a Marriage, and Championed Pit Bulls-- One Flying Disc at a Time
Jim Gorant - 2012
But in the summer of 2005, he was living in a shelter, a refugee from a suspicious pit bull–breeding operation. Then Andrew “Roo” Yori entered the picture. A scientist and shelter volunteer, Roo could tell immediately that Wallace was something special. While on his honeymoon, Roo learned that Wallace was about to be put down. Frantic—and even though they already had two dogs—Roo and his wife fought to keep Wallace alive until they could return home to adopt him.Once Wallace made it home, Roo knew the dog needed a mission, and serendipity led them to the world of competitive Frisbee dogs. It seemed like a terrible idea. Pit bulls are everything that most Frisbee dogs aren’t: large and heavy with thick muscles that can make them look less than graceful. But that was fine with Roo—because part of his mission was to change people’s minds about pit bulls. After overcoming everything from injuries to prejudice against the breed, the unlikely pair became World Champions.Movingly told by bestselling author Jim Gorant, Wallace will capture the hearts of animal lovers everywhere—and help rescue this popular breed’s unfairly tarnished reputation.
Liftoff: Elon Musk and the Desperate Early Days That Launched SpaceX
Eric Berger - 2021
Less than 20 years after its founding, it boasts the largest constellation of commercial satellites in orbit, has pioneered reusable rockets, and in 2020 became the first private company to launch human beings into orbit. Half a century after the space race it is private companies, led by SpaceX, standing alongside NASA pushing forward into the cosmos, and laying the foundation for our exploration of other worlds.But before it became one of the most powerful players in the aerospace industry, SpaceX was a fledgling startup, scrambling to develop a single workable rocket before the money ran dry. The engineering challenge was immense; numerous other private companies had failed similar attempts. And even if SpaceX succeeded, they would then have to compete for government contracts with titans such as Lockheed Martin and Boeing, who had tens of thousands of employees and tens of billions of dollars in annual revenue. SpaceX had fewer than 200 employees and the relative pittance of $100 million in the bank.In Liftoff, Eric Berger, senior space editor at Ars Technica, takes readers inside the wild early days that made SpaceX. Focusing on the company’s first four launches of the Falcon 1 rocket, he charts the bumpy journey from scrappy underdog to aerospace pioneer. We travel from company headquarters in El Segundo, to the isolated Texas ranchland where they performed engine tests, to Kwajalein, the tiny atoll in the Pacific where SpaceX launched the Falcon 1. Berger has reported on SpaceX for more than a decade, enjoying unparalleled journalistic access to the company’s inner workings. Liftoff is the culmination of these efforts, drawing upon exclusive interviews with dozens of former and current engineers, designers, mechanics, and executives, including Elon Musk. The enigmatic Musk, who founded the company with the dream of one day settling Mars, is the fuel that propels the book, with his daring vision for the future of space.Filled with never-before-told stories of SpaceX’s turbulent beginning, Liftoff is a saga of cosmic proportions.
NITRO: The Incredible Rise and Inevitable Collapse of Ted Turner's WCW
Guy Evans - 2018
But in a departure from the family-friendly programming produced by the last industry boom - the 1980s wave, which made household names of Hulk Hogan, 'Rowdy' Roddy Piper and Andre the Giant - the new era of wrestling combined stunning athleticism with a raunchy sex appeal, engrossing story lines and novel production techniques that reflected a changing society and its shifting values. Once again, wrestling was a ubiquitous phenomenon - only this time, it seemed as though the fad would never end. With both WCW and WWF expanding into other forms of entertainment - movies, video games, music and the like - the potential for growth appeared to be limitless.But with uncertainty surrounding its corporate future, and increasingly uninspired programming eroding its audience, WCW stood on the verge of collapse. Three years into a five-year plan devised by its charismatic leader - a former Blue Ribbon Foods salesman named Eric Bischoff - the company whose unexpected ascension initiated the entire boom was operating on borrowed time.For by the end of the five-year plan, WCW ceased to exist.But NITRO is a story about much more than WCW and the Monday Night Wars. It is a story of an era, a time in which the media and cultural landscape precipitated - and later supported - pro wrestling's mainstream popularity. It is a story of how a company made in the image of an intuitively brilliant risk-taker betrayed its original promise. It is a story of how a handful of men, each struggling with their own limitations, facilitated a public obsession that changed television forever.And so, with the inside knowledge of a journalist, the perspective of a historian, and the passion of a fan, author Guy Evans provides a fresh look at an unfortunate inevitability - the downfall of World Championship Wrestling. Bolstered by exclusive interviews with over 120 former TBS and WCW employees, NITRO is the definitive picture of the last wrestling boom.Featuring exclusive interviews and comments from:Eric Bischoff, fmr. President of World Championship Wrestling;Harvey Schiller, fmr. President of Turner Sports;Jamie Kellner, fmr. CEO of Turner Broadcasting System;Bill Burke, fmr. President of TBS network;Joe Uva, fmr. President of Turner Entertainment Sales and Marketing; Scot Safon, fmr. SVP of Marketing for TNT network;Kevin Nash, WWE Hall of Famer and 5-time WCW world champion; Diamond Dallas Page, WWE Hall of Famer and 3-time WCW world champion;Vince Russo, fmr. WCW writer;Marcus 'Buff' Bagwell, fmr. WCW superstar and 5-time world tag team champion;Kevin Sullivan, fmr. WCW superstar and head booker;Hugh Morrus, fmr. WCW superstar;Neal Pruitt, fmr. WCW Feature Producer and voice of the nWo;David Crockett, fmr. WCW Vice President of Production;Dick Cheatham, fmr. Group Controller for TBS;Alan Sharp, fmr. WCW Director of Public Relations;Mike Weber, fmr. WCW Director of Marketing;Rob Garner, fmr.
The Gashouse Gang
John Heidenry - 2007
With "The Gashouse Gang," John Heidenry delivers the definitive account of one the greatest and most colorful baseball teams of all times, the 1934 St. Louis Cardinals, filled with larger-than-life baseball personalities like Branch Rickey, Leo Durocher, Pepper Martin, Casey Stengel, Frankie Frisch, and—especially—the eccentric good ol' boy and great pitcher Dizzy Dean and his brother Paul. The year 1934 marked the lowest point of the Great Depression, when the U.S. went off the gold standard, banks collapsed by the score, and millions of Americans were out of work. Epic baseball feats offered welcome relief from the hardships of daily life. The Gashouse Gang, the brilliant culmination of a dream by its general manager, Branch Rickey, the first to envision a farm system that would acquire and "educate" young players in the art of baseball, was adored by the nation, which saw itself—scruffy, proud, and unbeatable—in the Gang. Based on original research and told in entertaining narrative style, "The Gashouse Gang" brings to life a bygone era and a cast full of vivid personalities, and unearths a treasure trove of baseball lore that will delight any fan of the great American pastime.
Freakonomics: A Rogue Economist Explores the Hidden Side of Everything
Steven D. Levitt - 2005
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)
The Space Barons: Elon Musk, Jeff Bezos, and the Quest to Colonize the Cosmos
Christian Davenport - 2018
Nearly a half-century after Neil Armstrong walked on the moon, these Space Barons-most notably Elon Musk and Jeff Bezos, along with Richard Branson and Paul Allen-are using Silicon Valley-style innovation to dramatically lower the cost of space travel, and send humans even further than NASA has gone. These entrepreneurs have founded some of the biggest brands in the world-Amazon, Microsoft, Virgin, Tesla, PayPal-and upended industry after industry. Now they are pursuing the biggest disruption of all: space. Based on years of reporting and exclusive interviews with all four billionaires, this authoritative account is a dramatic tale of risk and high adventure, the birth of a new Space Age, fueled by some of the world's richest men as they struggle to end governments' monopoly on the cosmos. The Space Barons is also a story of rivalry-hard-charging startups warring with established contractors, and the personal clashes of the leaders of this new space movement, particularly Musk and Bezos, as they aim for the moon and Mars and beyond.
Data Smart: Using Data Science to Transform Information into Insight
John W. Foreman - 2013
Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.
Open
Andre Agassi - 2009
By the age of thirteen, he is banished to a Florida tennis camp that feels like a prison camp. Lonely, scared, a ninth-grade dropout, he rebels in ways that will soon make him a 1980s icon. He dyes his hair, pierces his ears, dresses like a punk rocker. By the time he turns pro at sixteen, his new look promises to change tennis forever, as does his lightning-fast return.And yet, despite his raw talent, he struggles early on. We feel his confusion as he loses to the world’s best, his greater confusion as he starts to win. After stumbling in three Grand Slam finals, Agassi shocks the world, and himself, by capturing the 1992 Wimbledon. Overnight he becomes a fan favorite and a media target.Agassi brings a near-photographic memory to every pivotal match and every relationship. Never before has the inner game of tennis and the outer game of fame been so precisely limned. Alongside vivid portraits of rivals from several generations—Jimmy Connors, Pete Sampras, Roger Federer—Agassi gives unstinting accounts of his brief time with Barbra Streisand and his doomed marriage to Brooke Shields. He reveals a shattering loss of confidence. And he recounts his spectacular resurrection, a comeback climaxing with his epic run at the 1999 French Open and his march to become the oldest man ever ranked number one.In clear, taut prose, Agassi evokes his loyal brother, his wise coach, his gentle trainer, all the people who help him regain his balance and find love at last with Stefanie Graf. Inspired by her quiet strength, he fights through crippling pain from a deteriorating spine to remain a dangerous opponent in the twenty-first and final year of his career. Entering his last tournament in 2006, he’s hailed for completing a stunning metamorphosis, from nonconformist to elder statesman, from dropout to education advocate. And still he’s not done. At a U.S. Open for the ages, he makes a courageous last stand, then delivers one of the most stirring farewells ever heard in a sporting arena.With its breakneck tempo and raw candor, Open will be read and cherished for years. A treat for ardent fans, it will also captivate readers who know nothing about tennis. Like Agassi’s game, it sets a new standard for grace, style, speed, and power.