Book picks similar to
Reasoning with Sabermetrics: Applying Statistical Science to Baseball's Tough Questions by Gabriel B. Costa
data-science
smith-library-2-0
wl-sabermetrics
baseball
Play Hungry: The Making of a Baseball Player
Pete Rose - 2019
As baseball's Hit King, he shattered records that were thought to be unbreakable. And during the 1970s, he was the leader of the Big Red Machine, the Cincinnati Reds team that dominated the game. But he's also the greatest player who may never enter the Hall of Fame because of his lifetime ban from the sport. Perhaps no other ballplayer's story is so representative of the triumphs and tragedies of our national pastime.In Play Hungry, Rose tells us the story of how, through hard work and sheer will, he became one of the unlikeliest stars of the game. Guided by the dad he idolized, a local sports hero, Pete learned to play hard and always focus on winning. But even with his dad's guidance, Pete was cut from his team as a teenager--he wasn't a natural. Rose was determined, though, and never would be satisfied with anything less than success. His relentless hustle and headfirst style would help him overcome his limitations, leading him to one of the most exciting and brash careers in the history of the sport.Play Hungry is Pete Rose's love letter to the game, and an unvarnished story of life on the diamond. One of the icons of a golden age in baseball, he describes just what it was like to hit (or try to hit) a Bob Gibson fastball or a Gaylord Perry spitball, what happened in that infamous collision at home plate during the 1970 All-Star Game, and what it felt like to topple Ty Cobb's hit record. And he speaks to how he let down his fans, his teammates, and the memory of his dad when he gambled on baseball, breaking the rules of a sport that he loved more than anything else. Told with candor and wry humor--including tales he's never told before--Rose's memoir is his final word on the glories and controversies of his life, and, ultimately, a master class in how to succeed when the odds are stacked against you.
Striking Out
Will Weaver - 1900
Never been to a movie. Never played baseball with a real team. Never got over feeling guilty for the loss of his brother. But change is in the air. Billy discovers he has a natural talent for baseball, especially as a pitcher. Maybe, just maybe, there's more in store for him than life on the farm. But can Billy convince his father of that? Or is he destined to spend the rest of his life pitching nothing but hay?Teenager Billy Baggs is desperately needed on his family's struggling dairy farm, but he's also an extraordinarily gifted natural baseball player. How he struggles to reconcile his father's desire to keep him on the farm with his coach's interest in getting him on the field is at the heart of this ‘meaty story.… The complex characters grow and change in profoundly real ways.''K. ‘[With] flashes of humor, a wealth of lovingly recounted details evokes the difficult daily life on a small dairy farm.''Publishers Weekly. 1994 Best Books for Young Adults (ALA)1994 Books for the Teen Age (NY Public Library)1993 "Pick of the Lists" (ABA)
High and Inside
Russell Rowland - 2013
But he may be the first to arrive in Montana with a World Series ring, a three-legged dog, and a thirst for self-destruction. High and Inside documents, with stark clarity, one man's struggle with the dark side of fame, as well as his internal battles with alcoholism and a crumbling sense of self-worth. A community of people who love him and a generous inheritance aren't enough to counterbalance Pete's apparent determination to sabotage every healthy aspect of his life. It's a downward spiral that won't end until he's forced to confront not only his own ugly past but his unfulfilled future as well. With wit and compassion, sharp humor and startling insight, author Russell Rowland gives us not only a portrait of fame and addiction, but also an indispensable glimpse into the character of the modern West. "Rowland's people are on a search, and he writes them with wit, humility, and a satisfying sense of trajectory." Leif Enger Author of Peace Like a RiverYou don t have to love baseball to love this story about one (aging) boy of summer who is brought to a bittersweet reckoning with his past. I found myself laughing, cringing, and knuckling down Kim Barnes Author of "In the Kingdom of Men"an elegant and potent investigation of community and home, of healing and forgiveness this wonderful novel is a grand slam of indelible characters and infectious drama, and a flat-out great read. Alan Heathcock Author of "Volt"
The Cognitive Style of PowerPoint: Pitching Out Corrupts Within
Edward R. Tufte - 2003
For many years, overhead projectors lit up transparencies, and slide projectors showed high-resolution 35mm slides. Now "slideware" computer programs for presentations are nearly everywhere. Early in the 21st century, several hundred million copies of Microsoft PowerPoint were turning out trillions of slides each year. Alas, slideware often reduces the analytical quality of presentations. In particular, the popular PowerPoint templates (ready-made designs) usually weaken verbal and spatial reasoning, and almost always corrupt statistical analysis. What is the problem with PowerPoint? And how can we improve our presentations?
Machine Learning for Hackers
Drew Conway - 2012
Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation.Each chapter focuses on a specific problem in machine learning, such as classification, prediction, optimization, and recommendation. Using the R programming language, you'll learn how to analyze sample datasets and write simple machine learning algorithms. "Machine Learning for Hackers" is ideal for programmers from any background, including business, government, and academic research.Develop a naive Bayesian classifier to determine if an email is spam, based only on its textUse linear regression to predict the number of page views for the top 1,000 websitesLearn optimization techniques by attempting to break a simple letter cipherCompare and contrast U.S. Senators statistically, based on their voting recordsBuild a "whom to follow" recommendation system from Twitter data
The Great American Baseball Card Flipping, Trading And Bubblegum Book
Brendan C. Boyd - 1973
This New York Times Notable Book of the Year is a trip down memory lane to the days when baseball was king and baseball cards ruled the schoolyard. In fuller-than-living-color, the authors present more than two hundred baseball cards with outrageously funny bios, accompanied by definitive observations on trading, hoarding, collecting, flipping, "and other aberrations of the baseball card life." With a new introduction, this irreverent and affectionate look at baseball in the halcyon days of the 1950s ("before the graphics got better and the game got worse") is sure to appeal to even the most sober of baseball fans.
My Life in Baseball: The True Record
Ty Cobb - 1961
Introduction by Charles C. Alexander.
Think Complexity: Complexity Science and Computational Modeling
Allen B. Downey - 2009
Whether you’re an intermediate-level Python programmer or a student of computational modeling, you’ll delve into examples of complex systems through a series of exercises, case studies, and easy-to-understand explanations.You’ll work with graphs, algorithm analysis, scale-free networks, and cellular automata, using advanced features that make Python such a powerful language. Ideal as a text for courses on Python programming and algorithms, Think Complexity will also help self-learners gain valuable experience with topics and ideas they might not encounter otherwise.Work with NumPy arrays and SciPy methods, basic signal processing and Fast Fourier Transform, and hash tablesStudy abstract models of complex physical systems, including power laws, fractals and pink noise, and Turing machinesGet starter code and solutions to help you re-implement and extend original experiments in complexityExplore the philosophy of science, including the nature of scientific laws, theory choice, realism and instrumentalism, and other topicsExamine case studies of complex systems submitted by students and readers
The Black Box Society: The Secret Algorithms That Control Money and Information
Frank Pasquale - 2014
The data compiled and portraits created are incredibly detailed, to the point of being invasive. But who connects the dots about what firms are doing with this information? The Black Box Society argues that we all need to be able to do so--and to set limits on how big data affects our lives.Hidden algorithms can make (or ruin) reputations, decide the destiny of entrepreneurs, or even devastate an entire economy. Shrouded in secrecy and complexity, decisions at major Silicon Valley and Wall Street firms were long assumed to be neutral and technical. But leaks, whistleblowers, and legal disputes have shed new light on automated judgment. Self-serving and reckless behavior is surprisingly common, and easy to hide in code protected by legal and real secrecy. Even after billions of dollars of fines have been levied, underfunded regulators may have only scratched the surface of this troubling behavior.Frank Pasquale exposes how powerful interests abuse secrecy for profit and explains ways to rein them in. Demanding transparency is only the first step. An intelligible society would assure that key decisions of its most important firms are fair, nondiscriminatory, and open to criticism. Silicon Valley and Wall Street need to accept as much accountability as they impose on others.
Information Rules: A Strategic Guide to the Network Economy
Carl Shapiro - 1998
They argue that if managers seriously want to develop effective strategies for competing in the new economy, they must understand the fundamental economics of information technology. Whether information takes the form of software code or recorded music, is published in a book or magazine, or even posted on a website, managers must know how to evaluate the consequences of pricing, protecting, and planning new versions of information products, services, and systems. The first book to distill the economics of information and networks into practical business strategies, Information Rules is a guide to the winning moves that can help business leaders navigate successfully through the tough decisions of the information economy.
Sports Illustrated: Great Baseball Writing
Sports Illustrated - 2005
This collection of writing by world-class writers including Frank Deford, Peter Gammons and Tom Verducci brings together the stories of football's greatest heroes and villains, legendary quests and pennant races.
A Pitcher's Story: Innings with David Cone
Roger Angell - 2002
There is no big league pitcher who is more respected for his skill than David Cone. In his stellar career Cone has won multiple championships andcountless professional accolades. Along the way, the perennial all-star has had to adjust to five different ballclubs, recover from a career-threatening arm aneurysm, cope with the lofty expectations that are standard for the games highest paid players, and overcome a humbling three-month, eight-game losing streak in the summer of 2000. Cone granted exclusive and unlimited access to baseballs most respected writer Roger Angell of the New Yorker. The result is just what baseball fans everywhere would expect from Angell: an extraordinary inside account of a superstar.
Information Graphics
Sandra Rendgen - 2011
Considering this complex variety of data floating around us, sometimes the best — or even only — way to communicate is visually. This unique book presents a fascinating historical perspective on the subject, highlighting the work of the masters of the profession who have created a number of breakthroughs that have changed the way we communicate. Information Graphics has been conceived and designed not just for designers or graphics professionals, but for anyone interested in the history and practice of communicating visually. The in-depth introductory section, illustrated with over 60 images (each accompanied by an explanatory caption), features essays by Sandra Rendgen, Paolo Ciuccarelli, Richard Saul Wurman, and Simon Rogers; looking back all the way to primitive cave paintings as a means of communication, this introductory section gives readers an excellent overview of the subject. The second part of the book is entirely dedicated to contemporary works by the current most renowned professionals, presenting 200 graphics projects, with over 400 examples — each with a fact sheet and an explanation of methods and objectives — divided into chapters by the subjects Location, Time, Category, and Hierarchy.Features:200 projects and over 400 examples of contemporary information graphics from all over the world—ranging from journalism to art, government, education, business and much more Historical essays about the development of information graphics since its beginnings Exclusive poster (673 x 475 mm / 26.5 x 18.7 in) by Nigel Homes, who during his 20 years as graphics director for TIME revolutionized the way the magazine used information graphics
Bigger Than the Game: Bo, Boz, the Punky QB, and How the '80s Created the Modern Athlete
Michael Weinreb - 2010
Greed and excess defined the 1980s, and the sports world was no exception. Shifting from the love of the game to the love of money, athletes made the transition from representing honor and humility to becoming brash and branded. Capturing the stories of headliners who capitalized on this trend, "Bigger Than the Game" charts the rise (and sometimes spectacular fall) of four athletes over the span of one of the most dramatic eras in sports. Meticulously researched, with stirring, you-are-there reporting, "Bigger Than the Game" assembles a cast that includes Jim McMahon, who took the Chicago Bears to Super Bowl glory despite his penchant for partying and his aversion to following the game plan; Brian Boswoth, the university of Oklahoma linebacker who mugged for the cameras while calling the NCAA a communist organization; Bo Jackson, who pursued promising careers in both pro football and baseball; and Len Bias, poised to ensure the Boston Celtics' dominance but died of a cocaine overdose just one day after the draft. Also packed with portraits of folk heroes such as "Refrigerator" Perry and Michael Jordan, "Bigger Than the Game" offers a riveting ride for every sports fan.
Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems)
Jiawei Han - 2000
Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote sensing systems, and the World Wide Web have flooded us with a tremendous amount of data. This explosive growth has generated an even more urgent need for new techniques and automated tools that can help us transform this data into useful information and knowledge.Like the first edition, voted the most popular data mining book by KD Nuggets readers, this book explores concepts and techniques for the discovery of patterns hidden in large data sets, focusing on issues relating to their feasibility, usefulness, effectiveness, and scalability. However, since the publication of the first edition, great progress has been made in the development of new data mining methods, systems, and applications. This new edition substantially enhances the first edition, and new chapters have been added to address recent developments on mining complex types of data- including stream data, sequence data, graph structured data, social network data, and multi-relational data.A comprehensive, practical look at the concepts and techniques you need to know to get the most out of real business dataUpdates that incorporate input from readers, changes in the field, and more material on statistics and machine learningDozens of algorithms and implementation examples, all in easily understood pseudo-code and suitable for use in real-world, large-scale data mining projectsComplete classroom support for instructors at www.mkp.com/datamining2e companion site