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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Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are
Seth Stephens-Davidowitz - 2017
This staggering amount of information—unprecedented in history—can tell us a great deal about who we are—the fears, desires, and behaviors that drive us, and the conscious and unconscious decisions we make. From the profound to the mundane, we can gain astonishing knowledge about the human psyche that less than twenty years ago, seemed unfathomable.Everybody Lies offers fascinating, surprising, and sometimes laugh-out-loud insights into everything from economics to ethics to sports to race to sex, gender and more, all drawn from the world of big data. What percentage of white voters didn’t vote for Barack Obama because he’s black? Does where you go to school effect how successful you are in life? Do parents secretly favor boy children over girls? Do violent films affect the crime rate? Can you beat the stock market? How regularly do we lie about our sex lives and who’s more self-conscious about sex, men or women?Investigating these questions and a host of others, Seth Stephens-Davidowitz offers revelations that can help us understand ourselves and our lives better. Drawing on studies and experiments on how we really live and think, he demonstrates in fascinating and often funny ways the extent to which all the world is indeed a lab. With conclusions ranging from strange-but-true to thought-provoking to disturbing, he explores the power of this digital truth serum and its deeper potential—revealing biases deeply embedded within us, information we can use to change our culture, and the questions we’re afraid to ask that might be essential to our health—both emotional and physical. All of us are touched by big data everyday, and its influence is multiplying. Everybody Lies challenges us to think differently about how we see it and the world.
Game Change: The Life and Death of Steve Montador and the Future of Hockey
Ken Dryden - 2017
Then came Home Game (with Roy MacGregor), also a major TV-series, in which he explored hockey’s significance and what it means to Canada and Canadians. Now, in his most powerful and important book yet, Game Change, Ken Dryden tells the riveting story of one player’s life, examines the intersection between science and sport, and expertly documents the progression of the game of hockey—where it began, how it got to where it is, where it can go from here and, just as exciting to play and watch, how it can get there.
The Art of Statistics: How to Learn from Data
David Spiegelhalter - 2019
Statistics are everywhere, as integral to science as they are to business, and in the popular media hundreds of times a day. In this age of big data, a basic grasp of statistical literacy is more important than ever if we want to separate the fact from the fiction, the ostentatious embellishments from the raw evidence -- and even more so if we hope to participate in the future, rather than being simple bystanders. In The Art of Statistics, world-renowned statistician David Spiegelhalter shows readers how to derive knowledge from raw data by focusing on the concepts and connections behind the math. Drawing on real world examples to introduce complex issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether a notorious serial killer could have been caught earlier, and if screening for ovarian cancer is beneficial. The Art of Statistics not only shows us how mathematicians have used statistical science to solve these problems -- it teaches us how we too can think like statisticians. We learn how to clarify our questions, assumptions, and expectations when approaching a problem, and -- perhaps even more importantly -- we learn how to responsibly interpret the answers we receive. Combining the incomparable insight of an expert with the playful enthusiasm of an aficionado, The Art of Statistics is the definitive guide to stats that every modern person needs.
No Ordinary Genius: The Illustrated Richard Feynman
Richard P. Feynman - 1965
He was hugely irreverent and always completely honest—with himself, with his colleagues, and with nature.No Ordinary Genius traces Feynman's remarkable adventures inside and outside science, in words and more than one-hundred photographs, many of them supplied by his family and close friends. The words are often his own and those of family, friends, and colleagues such as his sister, Joan Feynman; his children, Carl and Michelle; Freeman Dyson; Hans Bethe; Daniel Hillis; Marvin Minsky; and John Archibald Wheeler. The book gives vivid insight into the mind of a great creative scientist at work and at play, and it challenges the popular myth of the scientist as a cold reductionist dedicated to stripping romance and mystery from the natural world. Feynman's wonderfully infectious enthusiasm shines through in his photographs and in his tales.
Humble Pi: A Comedy of Maths Errors
Matt Parker - 2019
Most of the time this math works quietly behind the scenes . . . until it doesn't. All sorts of seemingly innocuous mathematical mistakes can have significant consequences.Math is easy to ignore until a misplaced decimal point upends the stock market, a unit conversion error causes a plane to crash, or someone divides by zero and stalls a battleship in the middle of the ocean.Exploring and explaining a litany of glitches, near misses, and mathematical mishaps involving the internet, big data, elections, street signs, lotteries, the Roman Empire, and an Olympic team, Matt Parker uncovers the bizarre ways math trips us up, and what this reveals about its essential place in our world. Getting it wrong has never been more fun.
Automate This: How Algorithms Came to Rule Our World
Christopher Steiner - 2012
It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills—and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. These “bots” started with human programming and logic, but now their reach extends beyond what their creators ever expected. In this fascinating, frightening book, Christopher Steiner tells the story of how algorithms took over—and shows why the “bot revolution” is about to spill into every aspect of our lives, often silently, without our knowledge. The May 2010 “Flash Crash” exposed Wall Street’s reliance on trading bots to the tune of a 998-point market drop and $1 trillion in vanished market value. But that was just the beginning. In Automate This, we meet bots that are driving cars, penning haiku, and writing music mistaken for Bach’s. They listen in on our customer service calls and figure out what Iran would do in the event of a nuclear standoff. There are algorithms that can pick out the most cohesive crew of astronauts for a space mission or identify the next Jeremy Lin. Some can even ingest statistics from baseball games and spit out pitch-perfect sports journalism indistinguishable from that produced by humans. The interaction of man and machine can make our lives easier. But what will the world look like when algorithms control our hospitals, our roads, our culture, and our national security? What happens to businesses when we automate judgment and eliminate human instinct? And what role will be left for doctors, lawyers, writers, truck drivers, and many others? Who knows—maybe there’s a bot learning to do your job this minute.
Clemente: The Passion and Grace of Baseball's Last Hero
David Maraniss - 2006
David Maraniss now brings the great baseball player brilliantly back to life in "Clemente: The Passion and Grace of Baseball's Last Hero," a book destined to become a modern classic. Much like his acclaimed biography of Vince Lombardi, "When Pride Still Mattered," Maraniss uses his narrative sweep and meticulous detail to capture the myth and a real man. Anyone who saw Clemente, as he played with a beautiful fury, will never forget him. He was a work of art in a game too often defined by statistics. During his career with the Pittsburgh Pirates, he won four batting titles and led his team to championships in 1960 and 1971, getting a hit in all fourteen World Series games in which he played. His career ended with three-thousand hits, the magical three-thousandth coming in his final at-bat, and he and the immortal Lou Gehrig are the only players to have the five-year waiting period waived so they could be enshrined in the Hall of Fame immediately after their deaths.
Calling Bullshit: The Art of Skepticism in a Data-Driven World
Carl T. Bergstrom - 2020
Now, two science professors give us the tools to dismantle misinformation and think clearly in a world of fake news and bad data.It's increasingly difficult to know what's true. Misinformation, disinformation, and fake news abound. Our media environment has become hyperpartisan. Science is conducted by press release. Startup culture elevates bullshit to high art. We are fairly well equipped to spot the sort of old-school bullshit that is based in fancy rhetoric and weasel words, but most of us don't feel qualified to challenge the avalanche of new-school bullshit presented in the language of math, science, or statistics. In Calling Bullshit, Professors Carl Bergstrom and Jevin West give us a set of powerful tools to cut through the most intimidating data.You don't need a lot of technical expertise to call out problems with data. Are the numbers or results too good or too dramatic to be true? Is the claim comparing like with like? Is it confirming your personal bias? Drawing on a deep well of expertise in statistics and computational biology, Bergstrom and West exuberantly unpack examples of selection bias and muddled data visualization, distinguish between correlation and causation, and examine the susceptibility of science to modern bullshit.We have always needed people who call bullshit when necessary, whether within a circle of friends, a community of scholars, or the citizenry of a nation. Now that bullshit has evolved, we need to relearn the art of skepticism.
October 1964
David Halberstam - 1994
Louis Cardinals. It should be a hit with younger students of the game, who'll eat up the vivid portrayals of legends like Mickey Mantle and Roger Maris of the Yankees and Bob Gibson and Lou Brock of the Cardinals. Most of all, however, David Halberstam's new book should be a hit with anyone interested in understanding the important interplay between sports and society.--The Boston GlobeCompelling...1964 is a chronicle of the end of a great dynasty and of a game, like the country, on the cusp of enormous change.--NewsweekHalberstam's latest gives us the feeling of actually being there--in another time, in the locker rooms and in the minds of baseball legends. His time and effort researching the book result in a fluency with his topic and a fluidity of writing that make the reading almost effortless....Absorbing.--San Francisco ChronicleWonderful...Memorable...Halberstam describes the final game of the 1964 series accurately and so dramatically, I almost thought I had forgotten the ending.--The Washington Post Book WorldSuperb reporting...Incisive analysis...You know from the start that Halberstam is going to focus on a large human canvas...One of the many joys of this book is the humanity with which Halberstam explores the characters as well as the talents of the players, coaches and managers. These are not demigods of summer but flawed, believable human beings who on occasion can rise to peaks of heroism.--Chicago Sun-Times
Baseball in the Garden of Eden: The Secret History of the Early Game
John Thorn - 2011
Forget Abner Doubleday and Cooperstown. Forget Alexander Joy Cartwright and the New York Knickerbockers. Instead, meet Daniel Lucius Adams, William Rufus Wheaton, and Louis Fenn Wadsworth, each of whom has a stronger claim to baseball paternity than Doubleday or Cartwright. But did baseball even have a father—or did it just evolve from other bat-and-ball games? John Thorn, baseball’s preeminent historian, examines the creation story of the game and finds it all to be a gigantic lie, not only the Doubleday legend, so long recognized with a wink and a nudge. From its earliest days baseball was a vehicle for gambling (much like cricket, a far more popular game in early America), a proxy form of class warfare, infused with racism as was the larger society, invigorated if ultimately corrupted by gamblers, hustlers, and shady entrepreneurs. Thorn traces the rise of the New York version of the game over other variations popular in Massachusetts and Philadelphia. He shows how the sport’s increasing popularity in the early decades of the nineteenth century mirrored the migration of young men from farms and small towns to cities, especially New York. And he charts the rise of secret professionalism and the origin of the notorious “reserve clause,” essential innovations for gamblers and capitalists. No matter how much you know about the history of baseball, you will find something new in every chapter. Thorn also introduces us to a host of early baseball stars who helped to drive the tremendous popularity and growth of the game in the post–Civil War era: Jim Creighton, perhaps the first true professional player; Candy Cummings, the pitcher who claimed to have invented the curveball; Albert Spalding, the ballplayer who would grow rich from the game and shape its creation myth; Hall of Fame brothers George and Harry Wright; Cap Anson, the first man to record three thousand hits and a virulent racist; and many others. Add bluff, bluster, and bravado, and toss in an illicit romance, an unknown son, a lost ball club, an epidemic scare, and you have a baseball detective story like none ever written. Thorn shows how a small religious cult became instrumental in the commission that was established to determine the origins of the game and why the selection of Abner Doubleday as baseball’s father was as strangely logical as it was patently absurd. Entertaining from the first page to the last, Baseball in the Garden of Eden is a tale of good and evil, and the snake proves the most interesting character. It is full of heroes, scoundrels, and dupes; it contains more scandal by far than the 1919 Black Sox World Series fix. More than a history of the game, Baseball in the Garden of Eden tells the story of nineteenth-century America, a land of opportunity and limitation, of glory and greed—all present in the wondrous alloy that is our nation and its pastime.
The Chicago Cubs: Story of a Curse
Rich Cohen - 2017
On the way out of the park, his father asked him to make a promise. “Promise me you will never be a Cubs fan. The Cubs do not win,” he explained, “and because of that, a Cubs fan will have a diminished life determined by low expectations. That team will screw up your life.” As a result, Cohen became not just a Cubs fan but one of the biggest Cubs fans in the world. In this book, he captures the story of the team, its players and crazy days. Billy Sunday and Ernie Banks, Three Finger Brown and Ryne Sandberg, Bill Buckner, the Bartman Ball, Kris Bryant, Anthony Rizzo—the early dominance followed by a 107 year trek across the wilderness. It’s all here—not just what happened, but what it felt like and what it meant. He searches for the cause of the famous curse. Was it the billy goat, kicked out of Wrigley Field in Game 5 of the 1945 World Series, or does it go back further, to the very origins of the franchise? Driven mad with futility, he went on the road with the team in search of answers, interviewed great players present and past, researched in libraries but also in the bleachers, double-fisted, a frosty malt in each hand, demanding answers. He came to see the curse as a burden but also as a blessing. Cubs fans are unique, emissaries from a higher realm, warning of hubris and vanity. The blue cap with the red C said, “My Kingdom is not of this world.” He interviewed the architects of the 2016 Cubs, the team that broke the curse. Here’s what he asked: How the hell did you do it? He was at (almost) every game of the 2016 playoff run—a run that culminated in (maybe) the single greatest baseball game ever played. He was excited but also terrified. Losing is easy. What would it mean to win? Wearing a Yankees hat meant corporate excellence. Wearing a Mets hat meant miracles. But wearing a Cubs hat meant loving the game on its most humdrum afternoon—September 13, 1979, say, 14 games out of first place, Larry Bittner driving in Ivan DeJesus. Would we lose that? Would being a Cubs become ordinary? A mix of memoir, reporting, history and baseball theology, this book, forty years in the making, has never been written because it never could be—only with the 2016 World Series can the true arc of the story finally be understood.
Men in Green
Michael Bamberger - 2015
Michael Bamberger, who has covered the game for twenty years at Sports Illustrated, shows us the big names as we’ve never seen them before: Arnold Palmer, Jack Nicklaus, Tom Watson, Curtis Strange, Fred Couples—and the late Ken Venturi. But he also chronicles the legendary figures known only to insiders, who nevertheless have left an indelible mark on the sport. There’s a club pro, a teaching pro, an old black Southern caddie. There’s a tournament director in his seventies, a TV director in his eighties, and a USGA executive in his nineties. All these figures, from the marquee names to the unknowns, have changed the game. What they all share is a game that courses through their collective veins like a drug. Was golf better back in the day? Men in Green weaves a history of the modern game that is personal, touching, inviting, and new. This meditation on aging and a celebration of the game is “a nostalgic visit and reminiscence with those who fashioned golf history…and should be cherished” (Golf Digest).
The Bullpen Gospels: A Non-Prospect's Pursuit of the Major Leagues and the Meaning of Life
Dirk Hayhurst - 2010
. .or after one of my teammates hit me in the nuts with the rosin bag while my eyes were closed.Hilariously self-effacing and brutally honest, Hayhurst captures the absurdities, the grim realities, and the occasional nuggets of hard-won wisdom culled from four seasons in the minors. Whether training tarantulas to protect his room from thieving employees in a backwater hotel, watching the raging battles fought between his partially paralyzed father and his alcoholic brother, or absorbing the gentle mockery of some not-quite-starstruck schoolchildren, Dirk reveals a side of baseball, and life, rarely seen on ESPN.My career has crash-landed on the floor of my grandma's old sewing room. If this is a dream come true, then dreams smell a lot like mothballs and Bengay.Somewhere between Bull Durham and The Rookie, The Bullpen Gospels takes an unforgettable trot around the inglorious base paths of minor league baseball, where an inch separates a ball from a strike, and a razor-thin margin can be the difference between The Show or a long trip home."It's not often that someone comes along who is a good pitcher and a good writer." --King Kaufman, Salon"After many minutes, hours, days, weeks, months and years spent in the bullpen, I can verify that this is a true picture of baseball."--Tim McCarver"There are great truths within, of the kind usually unspoken. And as he expresses them, Dirk Hayhurst describes himself as 'a real person who moonlights as a baseball player.' In much the same manner, while The Bullpen Gospels chronicles how all of us face the impact when we learn reality is both far meaner and far richer than our dreams--it also moonlights as one of the best baseball books ever written."--Keith Olbermann"A bit of Jim Bouton, a bit of Jim Brosnan, a bit of Pat Jordan, a bit of crash Davis, and a whole lot of Dirk Hayhurst. Often hilarious, sometimes poignant. This is a really enjoyable baseball read."--Bob Costas"Fascinating. . .a perspective that fans rarely see."--Trevor Hoffman, pitcher for the Milwaukee Brewers "The Bullpen Gospels is a rollicking good bus ride of a book. Hayhurst illuminates a baseball life not only with wit and humor, but also with thought-provoking introspection."--Tom Verducci, Sports Illustrated"Dirk Hayhurst has written a fascinating, funny and honest account on life in the minor leagues. I loved it. Writers can't play baseball, but in this case, a player sure can write."--Tim Kurkjian, Senior Writer, ESPN The Magazine, analyst/reporter ESPN television"Bull Durham meets Ball Four in Dirk Hayhurst's hilarious and moving account of life in baseball's glamour-free bush leagues."--Rob Neyer, ESPN.com"If Holden Caulfield could dial up his fastball to 90 mph, he might have written this funny, touching memoir about a ballplayer at a career--and life--crossroads. He might have called it 'Pitcher in the Rye.' Instead, he left it to Dirk Hayhurst, the only writer in the business who can make you laugh, make you cry and strike out Ryan Howard."--King Kaufman, Salon"The Bullpen Gospels is a funny bone-tickling, tear duct-stimulating, feel-good story that will leave die-hard baseball fans--and die-hard human beings, for that matter--well, feeling good."--Bob Mitchell, author of Once Upon a Fastball Dirk Hayhurst is a part time professional baseball player who enjoys comic books, video games, and a good sugar high. Dirk is a former member of the San Diego Padres, and currently a member of the Toronto Blue Jays where he is temporarily on the disabled list. He makes his home in Twinsburg, Ohio, with his wife Bonnie and their pet garfoose.
Tell Me The Odds: A 15 Page Introduction To Bayes Theorem
Scott Hartshorn - 2017
Essentially, you make an initial guess, and then get more data to improve it. Bayes Theorem, or Bayes Rule, has a ton of real world applications, from estimating your risk of a heart attack to making recommendations on Netflix But It Isn't That Complicated This book is a short introduction to Bayes Theorem. It is only 15 pages long, and is intended to show you how Bayes Theorem works as quickly as possible. The examples are intentionally kept simple to focus solely on Bayes Theorem without requiring that the reader know complicated probability distributions. If you want to learn the basics of Bayes Theorem as quickly as possible, with some easy to duplicate examples, this is a good book for you.