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Big Data Baseball

Author: Travis Sawchik
Publisher: Flatiron Books
ISBN: 1250063515
Size: 66.85 MB
Format: PDF
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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. Pittsburghers joked their town was the city of champions...and the Pirates. 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. 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 small-market Pirates played the game. For manager Clint Hurdle and the front office staff to save their jobs, they could not rely on a free agent spending spree, instead they had to improve the sum of their parts and find hidden value. They had to change. From Hurdle shedding his old-school ways to work closely with Neal Huntington, the forward-thinking data-driven GM and his team of talented analysts; to pitchers like A. J. Burnett and Gerrit Cole changing what and where they threw; to Russell Martin, the undervalued catcher whose expert use of the nearly-invisible skill of pitch framing helped the team's pitchers turn more balls into strikes; to Clint Barmes, a solid shortstop and one of the early adopters of the unconventional on-field shift which forced the entire infield to realign into positions they never stood in before. Under Hurdle's leadership, a culture of collaboration and creativity flourished as he successfully blended whiz kid analysts with graybeard coaches—a kind of symbiotic teamwork which was unique to the sport. Big Data Baseball is Moneyball on steroids. It is an entertaining and enlightening underdog story that uses the 2013 Pirates season as the perfect lens to examine the sport's burgeoning big-data movement. With the help of data-tracking systems like PitchF/X and TrackMan, the Pirates collected millions of data points on every pitch and ball in play to create a tome of color-coded reports that revealed groundbreaking insights for how to win more games without spending a dime. In the process, they discovered that most batters struggled to hit two-seam fastballs, that an aggressive defensive shift on the field could turn more batted balls into outs, and that a catcher's most valuable skill was hidden. All these data points which aren't immediately visible to players and spectators, are the bit of magic that led the Pirates to spin straw in to gold, finish the 2013 season in second place, end a twenty-year losing streak.

Big Data In Cognitive Science

Author: Michael N. Jones
Publisher: Psychology Press
ISBN: 1315413566
Size: 47.47 MB
Format: PDF, Kindle
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While laboratory research is the backbone of collecting experimental data in cognitive science, a rapidly increasing amount of research is now capitalizing on large-scale and real-world digital data. Each piece of data is a trace of human behavior and offers us a potential clue to understanding basic cognitive principles. However, we have to be able to put the pieces together in a reasonable way, which necessitates both advances in our theoretical models and development of new methodological techniques. The primary goal of this volume is to present cutting-edge examples of mining large-scale and naturalistic data to discover important principles of cognition and evaluate theories that would not be possible without such a scale. This book also has a mission to stimulate cognitive scientists to consider new ways to harness big data in order to enhance our understanding of fundamental cognitive processes. Finally, this book aims to warn of the potential pitfalls of using, or being over-reliant on, big data and to show how big data can work alongside traditional, rigorously gathered experimental data rather than simply supersede it. In sum, this groundbreaking volume presents cognitive scientists and those in related fields with an exciting, detailed, stimulating, and realistic introduction to big data – and to show how it may greatly advance our understanding of the principles of human memory, perception, categorization, decision-making, language, problem-solving, and representation.

The Bill James Handbook 2019

Author: Bill James
Publisher: ACTA Publications
ISBN: 0879460253
Size: 70.21 MB
Format: PDF
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Bill James and Baseball Info Solutions team of analysts continue to pack in new content, including a fresh look at the continues rise and effectiveness of The Shift and a new breakdown of home runs and long flyouts. And, as always, the book forecasts fresh hitter and pitcher projections for those looking to get an early jump on the next season.

The Bill James Handbook 2018

Author: Bill James
Publisher: ACTA Publications
ISBN: 0879466561
Size: 65.55 MB
Format: PDF
View: 4465
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Bill James and Baseball Info Solutions team of analysts continue to pack in new content, including a fresh look at the continues rise and effectiveness of The Shift and a new breakdown of home runs and long flyouts. And, as always, the book forecasts fresh hitter and pitcher projections for those looking to get an early jump on the next season.

Idea Man

Author: Paul Allen
Publisher: Campus Verlag
ISBN: 3593412527
Size: 23.63 MB
Format: PDF, Docs
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Paul Allens Ideen begründeten einen Weltkonzern. Gemeinsam mit Bill Gates schuf er 1975 Microsoft. Der Erfolg des Softwarekonzerns beruht vor allem auf Allens einmaligem Gespür für technologische Trends. In seiner Autobiografie erzählt er zum ersten Mal die faszinierende Geschichte der Unternehmensgründung und seiner schwierigen Freundschaft mit Bill Gates. Ungeschminkt berichtet er von seinen Kämpfen mit Gates und seinem Abgang Anfang der achtziger Jahre, nachdem Gates mehrfach sein Vertrauen gebrochen hatte. Doch auch nach seinem Abschied von Microsoft blieb Allen als erfolgreicher Investor und technologischer Pionier aktiv. Es ist das faszinierende Porträt eines der reichsten Männer der Welt, eines technologischen Genies und begnadeten Geschäftsmanns.

Ein Jahr Voller Wunder

Author: Karen Thompson Walker
Publisher:
ISBN: 9783442753635
Size: 37.54 MB
Format: PDF
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Eine beunruhigende Nachricht hören Julia und ihre Familie während des Frühstücks: Die Erdrotation verlangsamt sich. Was wird das für ihre Zukunft bedeuten?

The Mvp Machine

Author: Ben Lindbergh
Publisher: Basic Books
ISBN: 1541698959
Size: 18.76 MB
Format: PDF
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Move over, Moneyball -- a cutting-edge look at major league baseball's next 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 the 2017 Astros and 2018 Red Sox used cutting-edge technology to win the World Series 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.

Nudge

Author: Richard H. Thaler
Publisher: Ullstein eBooks
ISBN: 3430920035
Size: 58.82 MB
Format: PDF, ePub, Mobi
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Nudge – so heißt die Formel, mit der man andere dazu bewegt, die richtigen Entscheidungen zu treffen. Denn Menschen verhalten sich von Natur aus nicht rational. Nur mit einer Portion List können sie dazu gebracht werden, vernünftig zu handeln. Aber wie schafft man das, ohne sie zu bevormunden? Wie erreicht man zum Beispiel, dass sie sich um ihre Altervorsorge kümmern, umweltbewusst leben oder sich gesund ernähren? Darauf gibt Nudge die Antwort. Das Konzept hat bereits viele Entscheidungsträger überzeugt, darunter US-Präsident Barack Obama. Anschaulich und unterhaltsam präsentieren der Wirtschaftsnobelpreisträger Richard Thaler und Cass Sunstein einen neuen Ansatz der Verhaltensökonomie, der schon heute das Denken und Handeln in Politik und Wirtschaft prägt.

Intelligent Investieren

Author: Graham Benjamin
Publisher: Redline Wirtschaft
ISBN: 3862484165
Size: 27.53 MB
Format: PDF, Kindle
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Benjamin Grahams Bestseller ist ein großartiger Investment-Ratgeber und der Klassiker zum Thema "Value Investing". Jedes Kapitel dieser neu aufgelegten Fassung wird durch aktuelle Kommentare von Jason Zweig ergänzt und erweitert. Eine Vielzahl an Fußnoten erklärt und veranschaulicht den noch heute gültigen Text. Seit Erscheinen der Erstausgabe 1949 ist Benjamin Grahams Buch der meistgeschätzte Wegweiser, wenn es um Investments geht. Der Grund dafür ist seine zeitlose Philosophie der Anlage in Wachstumswerte, die den Anlegern dabei hilft, mögliche Stolpersteine zu erkennen und langfristige Erfolgsstrategien zu entwickeln, mit denen sie wirklich Gewinne machen. Benjamin Grahams Klassiker, der seit über 60 Jahren gültig ist, basiert auf grundlegenden Erkenntnissen und der Markterfahrung vieler Jahre. In diesem Buch werden sowohl der konservative als auch der spekulative Anleger berücksichtigt, wobei für beide Gruppen angemessene Strategien zur Aktienauswahl vorgestellt werden, die auf dem Prinzip einer intelligenten Depotstruktur beruhen. Benjamin Graham ist eine der Legenden der Wall Street und Begründer der modernen Wertpapieranalyse. Graham lehrte an der Columbia University in den Jahren von 1928 bis 1957 und managte außerdem die Graham-Newman Partnership, eine frühe Art des heutigen Investmentfonds. Graham etablierte heute so selbstverständliche Kennzahlen wie das Kurs-Gewinn-Verhältnis. Mit seinen beiden Büchern Der intelligente Investor und Wertpapieranalyse wurde er zum Bestsellerautor und gelangte zu Weltruhm.