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Applied Technology in Pitching: Metrics, Development, and Strategies

Applied Technology in Pitching: Metrics, Development, and Strategies
Author: Sean Boyle
Publisher:
Total Pages: 145
Release: 2019-01-21
Genre:
ISBN: 9781729325728
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This book is written for the advanced college to pro level pitcher, coach and scout. It refers to advanced techniques for understanding and applying the latest in Doppler radar ball tracking technology, and advanced pitching strategies. This isn't meant to be a physics book or a research paper. The focus of this book is on real world applications using Doppler metrics for player development and scouting, not outcome results statistics. Topics center on pitch analysis, development and design, batter and batted ball analysis, Magnus spin, Bullet spin, Seams Imbalance Laminar break, Seams Imbalance Turbulent break, sequencing, advanced strike zone analysis, and more.Many of the charts and images in this book are a few of the basic charts generated from Pitchgrader (tm) software. With over 3 years of development and real world use, Pitchgrader has hundreds of charts, graphs, heatmaps, and more advanced metrics and 3D baseball analysis software that is currently used by MLB teams and top D1 college baseball teams to interpret and apply their ball tracking data. Sabermetrics generally describes results. The new type of data analyzed today is more of process than results. It's not "stats", but interrelated data for multiple viable combinations. Kinematics, kinetics, kinesiology; we call this process data, Kinemetrics. There is a tendency for many to evaluate pitching and batting in terms of absolute measured values. This is understandable given all the absolute values the machines generate. But numbers can be deceiving if you focus only on numbers, especially a single metric, a small group of metrics, or worse, the wrong metrics. This book helps you avoid those pitfalls and helps you learn how to apply this data towards better player development, advance scouting, and amateur scouting. Foreword written by Desi Druschel, Pitching Coach, University of Iowa

SmartPitch

SmartPitch
Author: Stephen Eugene Otremba (Jr.)
Publisher:
Total Pages: 0
Release: 2022
Genre:
ISBN:
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The stateful nature of baseball has made it a prime candidate for exploring the topics of planning and strategy optimization. Nearly every moment of the game -- from the first pitch to the final out -- can be described by a collection of well known state variables that even casual fans should be familiar with. Markov Decision Processes and dynamic programming techniques have previously been applied to this space in order to research the areas of offensive player selection (lineup creation) and player substitution, but they have rarely been studied in the context of one of the most complicated parts of the sport: the minigame between the pitcher and the batter. Even this component of the sport is dictated by a progression of states, as the battle between a pitcher and batter is often tracked using a simple tuple of information known as the count, which captures the number of balls and strikes the pitcher has thrown. Using the count, we're able to directly map the states of this pitcher-batter match-up to a Markov Decision Process, with state-transition probabilities estimated from supervised machine learning models trained on publicly released data collected through Major League Baseball's statistics arm. In this thesis, we will discuss how this model of baseball can be used to evaluate optimal pitching strategies that can exploit the tendencies of specific batters and leverage a pitcher's arsenal of available actions to minimize offensive production. We will explore the application of well-known reinforcement learning algorithms to calculate these pitching policies and will analyze the effectiveness of dimensionality reduction and artificial neural networks in estimating the components needed to construct our Markovian model of baseball.

The MVP Machine

The MVP Machine
Author: Ben Lindbergh
Publisher: Basic Books
Total Pages: 428
Release: 2019-06-04
Genre: Sports & Recreation
ISBN: 1541698959
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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.

Big Data Baseball

Big Data Baseball
Author: Travis Sawchik
Publisher: Macmillan + ORM
Total Pages: 235
Release: 2015-05-19
Genre: Sports & Recreation
ISBN: 1250063515
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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.

Fundamentals of IoT and Wearable Technology Design

Fundamentals of IoT and Wearable Technology Design
Author: Haider Raad
Publisher: John Wiley & Sons
Total Pages: 304
Release: 2021-01-20
Genre: Technology & Engineering
ISBN: 1119617537
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Explore this indispensable guide covering the fundamentals of IOT and wearable devices from a leading voice in the field Fundamentals of IoT and Wearable Technology Design delivers a comprehensive exploration of the foundations of the Internet of Things (IoT) and wearable technology. Throughout the textbook, the focus is on IoT and wearable technology and their applications, including mobile health, environment, home automation, and smart living. Readers will learn about the most recent developments in the design and prototyping of these devices. This interdisciplinary work combines technical concepts from electrical, mechanical, biomedical, computer, and industrial engineering, all of which are used in the design and manufacture of IoT and wearable devices. Fundamentals of IoT and Wearable Technology Design thoroughly investigates the foundational characteristics, architectural aspects, and practical considerations, while offering readers detailed and systematic design and prototyping processes of typical use cases representing IoT and wearable technology. Later chapters discuss crucial issues, including PCB design, cloud and edge topologies, privacy and health concerns, and regulatory policies. Readers will also benefit from the inclusion of: A thorough introduction to the applications of IoT and wearable technology, including biomedicine and healthcare, fitness and wellbeing, sports, home automation, and more Discussions of wearable components and technologies, including microcontrollers and microprocessors, sensors, actuators and communication modules An exploration of the characteristics and basics of the communication protocols and technologies used in IoT and wearable devices An overview of the most important security challenges, threats, attacks and vulnerabilities faced by IoT and wearable devices along with potential solutions Perfect for research and development scientists working in the wearable technology and Internet of Things spaces, Fundamentals of IoT and Wearable Technology Design will also earn a place in the libraries of undergraduate and graduate students studying wearable technology and IoT, as well as professors and practicing technologists in the area.

Conference Bulletin

Conference Bulletin
Author:
Publisher:
Total Pages: 154
Release: 2003
Genre: Engineering
ISBN:
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Contains abstracts of papers presented at the conference.

Future Value

Future Value
Author: Eric Longenhagen
Publisher: Triumph Books
Total Pages: 256
Release: 2020-04-14
Genre: Sports & Recreation
ISBN: 1641253975
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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.

Moneyball: The Art of Winning an Unfair Game

Moneyball: The Art of Winning an Unfair Game
Author: Michael Lewis
Publisher: W. W. Norton & Company
Total Pages: 337
Release: 2004-03-17
Genre: Sports & Recreation
ISBN: 0393066231
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Michael Lewis’s instant classic may be “the most influential book on sports ever written” (People), but “you need know absolutely nothing about baseball to appreciate the wit, snap, economy and incisiveness of [Lewis’s] thoughts about it” (Janet Maslin, New York Times). One of GQ's 50 Best Books of Literary Journalism of the 21st Century Just before the 2002 season opens, the Oakland Athletics must relinquish its three most prominent (and expensive) players and is written off by just about everyone—but then comes roaring back to challenge the American League record for consecutive wins. How did one of the poorest teams in baseball win so many games? In a quest to discover the answer, Michael Lewis delivers not only “the single most influential baseball book ever” (Rob Neyer, Slate) but also what “may be the best book ever written on business” (Weekly Standard). Lewis first looks to all the logical places—the front offices of major league teams, the coaches, the minds of brilliant players—but discovers the real jackpot is a cache of numbers?numbers!?collected over the years by a strange brotherhood of amateur baseball enthusiasts: software engineers, statisticians, Wall Street analysts, lawyers, and physics professors. What these numbers prove is that the traditional yardsticks of success for players and teams are fatally flawed. Even the box score misleads us by ignoring the crucial importance of the humble base-on-balls. This information had been around for years, and nobody inside Major League Baseball paid it any mind. And then came Billy Beane, general manager of the Oakland Athletics. He paid attention to those numbers?with the second-lowest payroll in baseball at his disposal he had to?to conduct an astonishing experiment in finding and fielding a team that nobody else wanted. In a narrative full of fabulous characters and brilliant excursions into the unexpected, Michael Lewis shows us how and why the new baseball knowledge works. He also sets up a sly and hilarious morality tale: Big Money, like Goliath, is always supposed to win . . . how can we not cheer for David?

Good Strategy Bad Strategy

Good Strategy Bad Strategy
Author: Richard Rumelt
Publisher: Currency
Total Pages: 338
Release: 2011-07-19
Genre: Business & Economics
ISBN: 0307886239
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Good Strategy/Bad Strategy clarifies the muddled thinking underlying too many strategies and provides a clear way to create and implement a powerful action-oriented strategy for the real world. Developing and implementing a strategy is the central task of a leader. A good strategy is a specific and coherent response to—and approach for—overcoming the obstacles to progress. A good strategy works by harnessing and applying power where it will have the greatest effect. Yet, Rumelt shows that there has been a growing and unfortunate tendency to equate Mom-and-apple-pie values, fluffy packages of buzzwords, motivational slogans, and financial goals with “strategy.” In Good Strategy/Bad Strategy, he debunks these elements of “bad strategy” and awakens an understanding of the power of a “good strategy.” He introduces nine sources of power—ranging from using leverage to effectively focusing on growth—that are eye-opening yet pragmatic tools that can easily be put to work on Monday morning, and uses fascinating examples from business, nonprofit, and military affairs to bring its original and pragmatic ideas to life. The detailed examples range from Apple to General Motors, from the two Iraq wars to Afghanistan, from a small local market to Wal-Mart, from Nvidia to Silicon Graphics, from the Getty Trust to the Los Angeles Unified School District, from Cisco Systems to Paccar, and from Global Crossing to the 2007–08 financial crisis. Reflecting an astonishing grasp and integration of economics, finance, technology, history, and the brilliance and foibles of the human character, Good Strategy/Bad Strategy stems from Rumelt’s decades of digging beyond the superficial to address hard questions with honesty and integrity.