Big Data Baseball
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Big Data Baseball
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Author : Travis Sawchik
language : en
Publisher: Flatiron Books
Release Date : 2016-05-03
Big Data Baseball written by Travis Sawchik and has been published by Flatiron Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-03 with Sports & Recreation categories.
Big Data Baseball provides a behind-the-scenes look at how the Pittsburgh Pirates used big data strategies to end the longest losing streak in North American pro sports history. New York Times Bestseller After twenty consecutive losing seasons for the Pittsburgh Pirates, team morale was low, the club’s payroll ranked near the bottom of the sport, game attendance was down, and the city was becoming increasingly disenchanted with its team. Big Data Baseball is the story of how the 2013 Pirates, mired in the longest losing streak in North American pro sports history, adopted drastic big-data strategies to end the drought, make the playoffs, and turn around the franchise’s fortunes. Big Data Baseball is Moneyball for a new generation. Award-winning journalist Travis Sawchik takes you behind the scenes to expertly weave together the stories of the key figures who changed the way the Pirates played the game, revealing how a culture of collaboration and creativity flourished as whiz-kid analysts worked alongside graybeard coaches to revolutionize the sport and uncover groundbreaking insights for how to win more games without spending a dime. From pitch framing to on-field shifts, this entertaining and enlightening underdog story closely examines baseball’s burgeoning big data movement and demonstrates how the millions of data points which aren’t immediately visible to players and spectators, are the bit of magic that led the Pirates to finish the 2013 season in second place and brought an end to a twenty-year losing streak.
Big Data Baseball
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Author : Travis Sawchik
language : en
Publisher: Macmillan + ORM
Release Date : 2015-05-19
Big Data Baseball written by Travis Sawchik and has been published by Macmillan + ORM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-05-19 with Sports & Recreation categories.
Big Data Baseball provides a behind-the-scenes look at how the Pittsburgh Pirates used big data strategies to end the longest losing streak in North American pro sports history. New York Times Bestseller After twenty consecutive losing seasons for the Pittsburgh Pirates, team morale was low, the club’s payroll ranked near the bottom of the sport, game attendance was down, and the city was becoming increasingly disenchanted with its team. Big Data Baseball is the story of how the 2013 Pirates, mired in the longest losing streak in North American pro sports history, adopted drastic big-data strategies to end the drought, make the playoffs, and turn around the franchise’s fortunes. Big Data Baseball is Moneyball for a new generation. Award-winning journalist Travis Sawchik takes you behind the scenes to expertly weave together the stories of the key figures who changed the way the Pirates played the game, revealing how a culture of collaboration and creativity flourished as whiz-kid analysts worked alongside graybeard coaches to revolutionize the sport and uncover groundbreaking insights for how to win more games without spending a dime. From pitch framing to on-field shifts, this entertaining and enlightening underdog story closely examines baseball’s burgeoning big data movement and demonstrates how the millions of data points which aren’t immediately visible to players and spectators, are the bit of magic that led the Pirates to finish the 2013 season in second place and brought an end to a twenty-year losing streak.
When Big Data Was Small
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Author : Richard D. Cramer
language : en
Publisher: U of Nebraska Press
Release Date : 2019-05-01
When Big Data Was Small written by Richard D. Cramer and has been published by U of Nebraska Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-01 with Sports & Recreation categories.
Richard D. Cramer has been doing baseball analytics for just about as long as anyone alive, even before the term "sabermetrics" existed. He started analyzing baseball statistics as a hobby in the mid-1960s, not long after graduating from Harvard and MIT. He was a research scientist for SmithKline and in his spare time used his work computer to test his theories about baseball statistics. One of his earliest discoveries was that clutch hitting--then one of the most sacred pieces of received wisdom in the game--didn't really exist. In When Big Data Was Small Cramer recounts his life and remarkable contributions to baseball knowledge. In 1971 Cramer learned about the Society for American Baseball Research (SABR) and began working with Pete Palmer, whose statistical work is credited with providing the foundation on which SABR is built. Cramer cofounded STATS Inc. and began working with the Houston Astros, Oakland A's, Yankees, and White Sox, with the help of his new Apple II computer. Yet for Cramer baseball was always a side interest, even if a very intense one for most of the last forty years. His main occupation, which involved other "big data" activities, was that of a chemist who pioneered the use of specialized analytics, often known as computer-aided drug discovery, to help guide the development of pharmaceutical drugs. After a decade-long hiatus, Cramer returned to baseball analytics in 2004 and has done important work with Retrosheet since then. When Big Data Was Small is the story of the earliest days of baseball analytics and computer-aided drug discovery.
The Mvp Machine
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Author : Ben Lindbergh
language : en
Publisher: Hachette UK
Release Date : 2019-06-04
The Mvp Machine written by Ben Lindbergh and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-04 with Sports & Recreation categories.
Move over, Moneyball -- this New York Times bestseller examines major league baseball's next cutting-edge revolution: the high-tech quest to build better players. As bestselling authors Ben Lindbergh and Travis Sawchik reveal in The MVP Machine, the Moneyball era is over. Fifteen years after Michael Lewis brought the Oakland Athletics' groundbreaking team-building strategies to light, every front office takes a data-driven approach to evaluating players, and the league's smarter teams no longer have a huge advantage in valuing past performance. Lindbergh and Sawchik's behind-the-scenes reporting reveals: How undersized afterthoughts José Altuve and Mookie Betts became big sluggers and MVPs How polarizing pitcher Trevor Bauer made himself a Cy Young contender How new analytical tools have overturned traditional pitching and hitting techniques How a wave of young talent is making MLB both better than ever and arguably worse to watch Instead of out-drafting, out-signing, and out-trading their rivals, baseball's best minds have turned to out-developing opponents, gaining greater edges than ever by perfecting prospects and eking extra runs out of older athletes who were once written off. Lindbergh and Sawchik take us inside the transformation of former fringe hitters into home-run kings, show how washed-up pitchers have emerged as aces, and document how coaching and scouting are being turned upside down. The MVP Machine charts the future of a sport and offers a lesson that goes beyond baseball: Success stems not from focusing on finished products, but from making the most of untapped potential.
The Big Book Of Jewish Baseball
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Author : Peter S. Horvitz
language : en
Publisher: SP Books
Release Date : 2001
The Big Book Of Jewish Baseball written by Peter S. Horvitz and has been published by SP Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Biography & Autobiography categories.
The first comprehensive, encyclopaedic work devoted exclusively to every Jewish contributor, large and small, to Major League Baseball. Its packed with: Rare photographs of players on and off the field; Full player statistics; Rare memorabilia; Exclusive original interviews. Jews who impacted upon the Great American Pastime extend far beyond the record strikeouts and round trippers of the legendary Sandy Koufax and Hank Greenberg. And there are scores of ballplayers like Lipman Pike, Shawn Green, Cal Abrams and Eddie Zosky whose little-known Baseball stories will touch or amuse readers of any background. Beyond life-time batting averages, there are intriguing players like catcher Moe Berg who served his country as a secret agent during WWII. While the tragic life of Bruce Gardner may bring tears to readers eyes, the exploits of 'Clown Princes' Al Schact and Max Patkin will have fans rolling with laughter. Nowhere else will one read tributes to great Jewish baseball executives and owners whose vision built some of historys most successful teams. Al Rosen may have gone from the All-Star team to the front-office Hall of Fame, but some of the most famous self-made success stories of this century honed their competitive spirit on the stickball courts of Jewish ghettos. This one-of-a-kind book will be much-in-demand by both baseball and Judaica book buyers.
Moneyball The Art Of Winning An Unfair Game
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Author : Michael Lewis
language : en
Publisher: W. W. Norton & Company
Release Date : 2004-03-17
Moneyball The Art Of Winning An Unfair Game written by Michael Lewis and has been published by W. W. Norton & Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-03-17 with Sports & Recreation categories.
"This delightfully written, lesson-laden book deserves a place of its own in the Baseball Hall of Fame." —Forbes Moneyball is a quest for the secret of success in baseball. In a narrative full of fabulous characters and brilliant excursions into the unexpected, Michael Lewis follows the low-budget Oakland A's, visionary general manager Billy Beane, and the strange brotherhood of amateur baseball theorists. They are all in search of new baseball knowledge—insights that will give the little guy who is willing to discard old wisdom the edge over big money.
Analyzing Baseball Data With R Second Edition
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Author : Max Marchi
language : en
Publisher: CRC Press
Release Date : 2018-11-19
Analyzing Baseball Data With R Second Edition written by Max Marchi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-19 with Mathematics categories.
Analyzing Baseball Data with R Second Edition introduces R to sabermetricians, baseball enthusiasts, and students interested in exploring the richness of baseball data. It equips you with the necessary skills and software tools to perform all the analysis steps, from importing the data to transforming them into an appropriate format to visualizing the data via graphs to performing a statistical analysis. The authors first present an overview of publicly available baseball datasets and a gentle introduction to the type of data structures and exploratory and data management capabilities of R. They also cover the ggplot2 graphics functions and employ a tidyverse-friendly workflow throughout. Much of the book illustrates the use of R through popular sabermetrics topics, including the Pythagorean formula, runs expectancy, catcher framing, career trajectories, simulation of games and seasons, patterns of streaky behavior of players, and launch angles and exit velocities. All the datasets and R code used in the text are available online. New to the second edition are a systematic adoption of the tidyverse and incorporation of Statcast player tracking data (made available by Baseball Savant). All code from the first edition has been revised according to the principles of the tidyverse. Tidyverse packages, including dplyr, ggplot2, tidyr, purrr, and broom are emphasized throughout the book. Two entirely new chapters are made possible by the availability of Statcast data: one explores the notion of catcher framing ability, and the other uses launch angle and exit velocity to estimate the probability of a home run. Through the book’s various examples, you will learn about modern sabermetrics and how to conduct your own baseball analyses. Max Marchi is a Baseball Analytics Analyst for the Cleveland Indians. He was a regular contributor to The Hardball Times and Baseball Prospectus websites and previously consulted for other MLB clubs. Jim Albert is a Distinguished University Professor of statistics at Bowling Green State University. He has authored or coauthored several books including Curve Ball and Visualizing Baseball and was the editor of the Journal of Quantitative Analysis of Sports. Ben Baumer is an assistant professor of statistical & data sciences at Smith College. Previously a statistical analyst for the New York Mets, he is a co-author of The Sabermetric Revolution and Modern Data Science with R.
Big Data
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Author : Kristin Fontichiaro
language : en
Publisher: Cherry Lake
Release Date : 2017-08-01
Big Data written by Kristin Fontichiaro and has been published by Cherry Lake this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-01 with Juvenile Nonfiction categories.
What do you do when a data set seems too large or complex to handle? In this book, students will learn how the collection and use of data plays an important role in projects of all kinds. Fun, engaging text introduces readers to new ideas and builds on concepts they may already know. Additional tools, including a glossary and an index, help students learn new vocabulary and locate information.
Smart Baseball
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Author : Keith Law
language : en
Publisher: HarperCollins
Release Date : 2017-04-25
Smart Baseball written by Keith Law and has been published by HarperCollins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-25 with Sports & Recreation categories.
Predictably Irrational meets Moneyball in ESPN veteran writer and statistical analyst Keith Law’s iconoclastic look at the numbers game of baseball, proving why some of the most trusted stats are surprisingly wrong, explaining what numbers actually work, and exploring what the rise of Big Data means for the future of the sport. For decades, statistics such as batting average, saves recorded, and pitching won-lost records have been used to measure individual players’ and teams’ potential and success. But in the past fifteen years, a revolutionary new standard of measurement—sabermetrics—has been embraced by front offices in Major League Baseball and among fantasy baseball enthusiasts. But while sabermetrics is recognized as being smarter and more accurate, traditionalists, including journalists, fans, and managers, stubbornly believe that the "old" way—a combination of outdated numbers and "gut" instinct—is still the best way. Baseball, they argue, should be run by people, not by numbers.? In this informative and provocative book, teh renowned ESPN analyst and senior baseball writer demolishes a century’s worth of accepted wisdom, making the definitive case against the long-established view. Armed with concrete examples from different eras of baseball history, logic, a little math, and lively commentary, he shows how the allegiance to these numbers—dating back to the beginning of the professional game—is firmly rooted not in accuracy or success, but in baseball’s irrational adherence to tradition. While Law gores sacred cows, from clutch performers to RBIs to the infamous save rule, he also demystifies sabermetrics, explaining what these "new" numbers really are and why they’re vital. He also considers the game’s future, examining how teams are using Data—from PhDs to sophisticated statistical databases—to build future rosters; changes that will transform baseball and all of professional sports.
Future Value
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Author : Eric Longenhagen
language : en
Publisher: Triumph Books
Release Date : 2020-04-14
Future Value written by Eric Longenhagen and has been published by Triumph Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-14 with Sports & Recreation categories.
An unprecedented look inside the world of baseball scouting and evaluation from two of the industry's top prospect analysts For the modern Major League team, player evaluation is a complex, multi-pronged, high-tech pursuit. But far from becoming obsolete in this environment—as Michael Lewis' Moneyball once forecast—the role of the scout in today's game has evolved and even expanded. Rather than being the antithesis of a data-driven approach, scouting now represents an essential analytical component in a team's arsenal. Future Value is a thorough dive into baseball's changing world of talent acquisition and development, a world with its own language, methods, metrics, and madness. From rural high schools to elite amateur showcases, from the back fields of spring training to major league draft rooms, Eric Longenhagen and Kiley McDaniel break down the key systems and techniques used to assess talent. It's a process that has moved beyond the quintessential stopwatches and radar guns to include statistical models, countless measurable indicators, and a broader international reach. ?Practical and probing, discussing wide-ranging topics from tool grades to front office politics, this is an illuminating exploration of how to watch baseball and see the future.