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Learn statistics by analyzing professional basketball data! In this action-packed book, you’ll build your skills in exploratory data analysis by digging into the fascinating world of NBA games and player stats using the R language. Statistics Slam Dunk is an engaging how-to guide for statistical analysis with R. Each chapter contains an end-to-end data science or statistics project delving into NBA data and revealing real-world sporting insights. Written by a former basketball player turned business intelligence and analytics leader, you’ll get practical experience tidying, wrangling, exploring, testing, modeling, and otherwise analyzing data with the best and latest R packages and functions. In Statistics Slam Dunk you’ll develop a toolbox of R programming skills including: Reading and writing data Installing and loading packages Transforming, tidying, and wrangling data Applying best-in-class exploratory data analysis techniques Creating compelling visualizations Developing supervised and unsupervised machine learning algorithms Executing hypothesis tests, including t-tests and chi-square tests for independence Computing expected values, Gini coefficients, z-scores, and other measures If you’re looking to switch to R from another language, or trade base R for tidyverse functions, this book is the perfect training coach. Much more than a beginner’s guide, it teaches statistics and data science methods that have tons of use cases. And just like in the real world, you’ll get no clean pre-packaged data sets in Statistics Slam Dunk. You’ll take on the challenge of wrangling messy data to drill on the skills that will make you the star player on any data team. Foreword by Thomas W. Miller. About the technology Statistics Slam Dunk is a data science manual with a difference. Each chapter is a complete, self-contained statistics or data science project for you to work through—from importing data, to wrangling it, testing it, visualizing it, and modeling it. Throughout the book, you’ll work exclusively with NBA data sets and the R language, applying best-in-class statistics techniques to reveal fun and fascinating truths about the NBA. About the book Is losing basketball games on purpose a rational strategy? Which hustle statistics have an impact on wins and losses? Does spending more on player salaries translate into a winning record? You’ll answer all these questions and more. Plus, R’s visualization capabilities shine through in the book’s 300 plots and charts, including Pareto charts, Sankey diagrams, Cleveland dot plots, and dendrograms. About the reader For readers who know basic statistics. No advanced knowledge of R—or basketball—required. About the author Gary Sutton is a former basketball player who has built and led high-performing business intelligence and analytics organizations across multiple verticals. Table of Contents 1 Getting started 2 Exploring data 3 Segmentation analysis 4 Constrained optimization 5 Regression models 6 More wrangling and visualizing data 7 T-testing and effect size testing 8 Optimal stopping 9 Chi-square testing and more effect size testing 10 Doing more with ggplot2 11 K-means clustering 12 Computing and plotting inequality 13 More with Gini coefficients and Lorenz curves 14 Intermediate and advanced modeling 15 The Lindy effect 16 Randomness versus causality 17 Collective intelligence
Saving the Lakers: A Be the General Manager Book, is a game-changer in every sense of the word! This book could literally revolutionize the field of sports publishing by creating two new genres, namely "Be the General Manager" books as well as "Choose Your Own Ending Sports Adventure" books for adults! In Saving the Lakers, you the reader have the opportunity to try and convince Lakers owner Jim Buss to hire you as the new Lakers General Manager, draft the best available prospect (Julius Randle, Doug McDermott, etc.), use your available cap space to re-sign former Lakers or new free agents, hire a new coach, make trades, and ultimately win the NBA championship at the end of the 2014-15 season. Saving the Lakers is a 244 page adventure that is a hilarious and fun read, as well as a workout for your brain. Stat-geeks, hoops junkies, die-hard Lakers fans and casual basketball fans alike could read and re-read this book and never get bored. It's literally like a video-game on paper!
Saving the Celtics: A Be the General Manager Book, is a game-changer in every sense of the word! This book could literally revolutionize the field of sports publishing by creating two new genres, namely "Be the General Manager" books as well as "Choose Your Own Ending Sports Adventure" books for adults! In Saving the Celtics, you the reader have the opportunity to try and convince Celtics CEO Wyc Grousbeck to hire you as the new Celtics General Manager, draft the best available prospect (Julius Randle, Dante Exum, etc, etc.), use your available cap space to re-sign former Celtics or new free agents, hire a new coach, make trades, and ultimately win the NBA championship at the end of the 2014-15 season. Saving the Celtics is a 172 page adventure that is a hilarious and fun read, as well as a workout for your brain. Stat-geeks, hoops junkies, die-hard Celtics fans and casual basketball fans alike could read and re-read this book and never get bored. It's literally like a video-game on paper!
Now with a new chapter on the Wildcats' legendary comeback in the 2014 Final Four John Calipari, one of the most successful coaches in NCAA history, presents the world of college basketball from the coach's chair, unvarnished and straight from the heart. Players First is Calipari's account of his first six years coaching the University of Kentucky men's team, leading it to a national championship in 2012 and the championship game in 2014, all while dealing with the realities of the "one-and-done" mentality and an NCAA that sometimes seems to put players last. Filled with revelatory stories about what it takes to succeed at the highest level of the college game, Players First is a candid look at the great players and rivalries that have filled Calipari's life with joy and a sense of purpose.
David said in Psalm 23:4, “Even though I walk through the darkest valley, I will fear no evil.” Why did fear not cripple David in his darkest moment? It’s all about how he perceived the darkness he was walking through. It’s what you see while in the darkness that shapes your tomorrow. Charles Konadu-Adjei, Ph.D., a minister of the Gospel, drives that point and many others home in this book geared for those who have abandoned their dreams because of yesterday’s mistakes, struggles or tragedies. He offers ten practical strategies that any individual can use to reset their lives. Learn how to: • avoid brooding over past failures and lost opportunities; • avoid making excuses when going through tough times; • stop telling God how big your problems are—and begin telling your problems how big your God is. Losing is not important, but the way you deal with setbacks is important. It’s easy to stay down, but it takes men and women with purpose to get up and fight back. Join the author as he shares biblical and practical insights to help you learn from the past, reset your life, and move toward better tomorrows.
"From front offices to college campuses, Jake Fischer takes you on an engrossing tour of the NBA in its latest golden age, when some of the most captivating teams won by losing." —Lee Jenkins, former Sports Illustrated NBA writer An insider account of modern NBA team-building, based on hundreds of exclusive interviews A single transcendent talent?can change the fortunes of an NBA franchise. One only has to recall the frenzy surrounding recent top pick Zion Williamson to recognize teams' willingness to lose games now for the sake of winning championships later. It's a story that weaves its way behind closed doors to reveal intricate machinations normally hidden from public view. Backed by extensive reporting and hundreds of interviews with top players, coaches, and executives, Jake Fischer chronicles secret pre-draft workouts, feuding between player agents and executives, surprising trade negotiations, interpersonal conflicts, organizational power struggles, and infamous public relations fiascos, making for a fascinating look at the NBA. The definitive account of the NBA's tanking era, when teams raced to the bottom in the hope of eventually winning a championship.
From the author of Popular Economics comes a surpringly sunny projection of America's future job market. Forget the doomsday predictions of sour-faced nostalgists who say automization and globalization will take away your dream job. The job market is only going to get better and better, according to economist John Tamny, who argues in The End of Work that the greatest gift of prosperity, beyond freedom from painful want, is the existence of work that is interesting.
After 20 unforgettable years in the NBA, Kobe Bryant is calling it a career. All he’s done in those two decades is establish himself as one of the best to ever play the game, arguably the greatest Laker ever and the most popular athlete in the history of Los Angeles sports. The Black Mamba’s path to iconic status started quietly as the 13th pick of the 1996 NBA Draft by the Charlotte Hornets but with a draft day trade to the legendary Lakers, the rest is resounding history. Kobe’s credentials are impeccable with five NBA championships, two NBA Finals MVPs, one NBA regular season MVP, 18 All-Star game appearances and countless other accolades to his name. Kobe Bryant: Laker for Life is the ultimate tribute to the Lakers superstar as he concludes his legendary career, covering 20 years of hardwood genius. Including nearly 100 full-color photographs, fans are provided a glimpse into the early days of Kobe’s career, bursting onto the NBA scene winning the Slam Dunk Contest to his individual brilliance and NBA titles with the Lakers to his celebratory swan song through the league during his final season. A must-have keepsake for Lakers fans and Kobe aficionados alike, Kobe Bryant is the perfect commemoration of a Los Angeles icon and Laker for Life.
A pioneer in the field of basketball analytics, Dean Oliver introduced a framework to understand basketball through the use of statistics in his book Basketball on Paper. In his follow-up, Basketball beyond Paper, Oliver lays out both the technical and personal aspects of his twenty-year experience in the NBA as he helped build the analytics that changed the game. He also looks at the people and technology that pushed those analytics forward. Oliver tells stories of how the insights came about, whether studying other teams or witnessing events with players, coaches, and management of his own teams. He highlights how great LeBron James and Steph Curry have been but also how critical “middle-class” or “glue” players such as Shane Battier, Andre Iguodala, and JJ Redick were to their teams. Oliver illustrates the paths taken by Most Improved Player Award winners such as Lauri Markkanen, Julius Randle, and Brandon Ingram. Basketball beyond Paper tells the stories of how analytics have helped basketball players, coaches, and management—and changed the game.
The long-standing rivalry between the Kentucky Wildcats and the Louisville Cardinals is one of the most heated in college basketball. Facing off against each other on the court for over a century, the intrastate rivalry became red-hot over thirty years ago when the two faced each other in 1983 NCAA tournament, and Louisville narrowly edged out the Wildcats to advance to the Elite Eight. The heat hasn’t died down since ’83; in fact, the animosity between the two has only gotten stronger, with numerous face-offs—both on and off the court. In Fightin’ Words, Joe Cox and Ryan Clark expertly narrate the blow-by-blows of all the most important moments in the history of the Kentucky-Louisville rivalry. Fightin’ Words, first published in 2014 and now newly updated in paperback, covers the hundred-plus year span of the feud. From the twelve games played prior to the fated 1983 meeting, to the Wildcat-Cardinal meet-up in the Final Four round of 2014 NCAA tournament, and every game in between through the 2014-15 season, all the games covered include insightful pregame evaluation, commentary on the games’ most important plays, and expert postgame analysis, along with interviews from key players. From off the court, read how Louisville coach Denny Crum craftily out-recruited Kentucky coach Joe Hall or the athletes in inner-city Louisville; discover a blow-by-blow of Hall of Fame coach Rick Pitino’s move from the Wildcats to the Cardinals; and learn how John Calipari transformed a losing Kentucky team into NCAA Champions. With individual chapters chronicling every meet-up, Fightin’ Words is a must-have for every true fan of college basketball. Skyhorse Publishing, as well as our Sports Publishing imprint, are proud to publish a broad range of books for readers interested in sports—books about baseball, pro football, college football, pro and college basketball, hockey, or soccer, we have a book about your sport or your team. Whether you are a New York Yankees fan or hail from Red Sox nation; whether you are a die-hard Green Bay Packers or Dallas Cowboys fan; whether you root for the Kentucky Wildcats, Louisville Cardinals, UCLA Bruins, or Kansas Jayhawks; whether you route for the Boston Bruins, Toronto Maple Leafs, Montreal Canadiens, or Los Angeles Kings; we have a book for you. While not every title we publish becomes a New York Times bestseller or a national bestseller, we are committed to publishing books on subjects that are sometimes overlooked by other publishers and to authors whose work might not otherwise find a home.