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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
INSTANT NEW YORK TIMES BESTSELLER The definitive history of the 1990s New York Knicks, illustrating how Pat Riley, Patrick Ewing, John Starks, Charles Oakley, and Anthony Mason resurrected the iconic franchise through oppressive physicality and unmatched grit. For nearly an entire generation, the New York Knicks have been a laughingstock franchise. Since 2001, they’ve spent more money, lost more games, and won fewer playoff series than any other NBA team. But during the preceding era, the Big Apple had a club it was madly in love with—one that earned respect not only by winning, but through brute force. The Knicks were always looking for fights, often at the encouragement of Pat Riley. They fought opposing players. They fought each other. Hell, they even occasionally fought their own coaches. The NBA didn’t take kindly to their fighting spirit. Within two years, league officials moved to alter several rules to stop New York from turning its basketball games into bloody mudwrestling matches. Nevertheless, as the 1990s progressed, the Knicks endeared themselves to millions of fans; not for how much they won, but for their colorful cast of characters and their hardworking mentality. Now, through his original reporting and interviews with more than two hundred people, author Chris Herring delves into the origin, evolution, and eventual demise of the iconic club. He takes us inside the locker room, executive boardrooms, and onto the court for the key moments that lifted the club to new heights, and the ones that threatened to send everything crashing down in spectacular fashion. Blood in the Garden is a portrait filled with eye-opening details that have never been shared before, revealing the full story of the franchise in the midst of the NBA’s golden era. And rest assured, no punches will be pulled. Which is just how those rough-and-tumble Knicks would like it.
Learn the Inspiring Story of the New York Knicks All-Star Power Forward, Julius Randle! Read on your PC, Mac, smartphone, tablet or Kindle device! One of many riveting reads in the Basketball Biography Books series by Clayton Geoffreys. In Julius Randle: The Inspiring Story of One of Basketball's All-Star Forwards, you'll learn the motivational story of one of basketball's young All-Star Power Forwards, Julius Randle. Since being drafted by the Los Angeles Lakers in the 2014 NBA Draft, Julius Randle has had quite the journey in order to become the All-Star that he is today. His consistent hard work over time paid dividends, as he was given the NBA's Most Improved Player Award in just his second season with the Knicks and named a reserve for the 2021 NBA All-Star Game. Randle has many good years of basketball left, so it'll be exciting to see what he achieves next. Get this basketball book on Julius Randle today if you're looking for an inspiring basketball biography book to read, or a gift for a basketball fan! It's perfect for reading at home or on the go. Here is a preview of what is inside this Julius Randle book: Chapter 1: Childhood and Early Life Chapter 2: High School Career Chapter 3: College Career Chapter 4: NBA Career - Getting Drafted, Injured Rookie Year, The Return, Final Season in LA, The Short Stop at Nola, Moving to the Big Apple, and Becoming an All-Star Chapter 5: Personal Life Chapter 6: Impact on Basketball Chapter 7: Legacy and Future An excerpt from this biography book on Julius Randle's story: In the NBA, or even in the game of basketball as a whole, there are players who are born to be stars the moment they first get to touch a ball. When they get to the NBA, they are already poised to become some of the best players in the entire league because of how seemingly talented and ready they are for the next level. This is something that is quite a rarity in the league, as only generational talents have this attribute. When you think about such players, names such as Wilt Chamberlain, Magic Johnson, Larry Bird, Michael Jordan, and LeBron James come to mind. Those few generational talents came to the NBA and instantly became megastars. In a league that is never shy of talent, such players are rare, as only those who are born with the gift and the potential to become big-name players get to rise to such heights. Of course, these are the type of players that will excel in whatever situation and team you put them in. But we are not here to talk about such names. Too much has been said about the greatest players the league has ever seen. Instead, we are here to talk about the players who may have been immensely talented but still needed to be in the right place at the right time to truly shine and become the best versions of themselves. These are the guys who may have had the potential to become stars but were not in the best situation at the start of their careers. One such name that we can think of in the NBA right now is the versatile power forward named Julius Randle. Did you enjoy this excerpt? If so, be sure to pick up a copy of this basketball biography book on Julius Randle today! This is just one of many basketball biographies by Clayton Geoffreys. Also, be sure to check out Clayton's biography on Derrick Rose and Rudy Gobert after you finish this one.
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!
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.
What if a single injury could change your life forever? That's what happened to Julius Randle, a rising star in the NBA, who dislocated his shoulder in a freak accident during a game. He was told he would need surgery, months of rehabilitation, and a lot of patience to recover. He was also told he might never play basketball at the same level again. But Julius Randle refused to give up. He refused to let his injury define him. He refused to let his dream die. He decided to turn his pain into power, his struggle into strength, and his setback into comeback. He decided to write his own story, his own journey, and his own legacy. He decided to become a Knicks legend. In this book, you will discover: How Julius Randle fell in love with basketball, became a star, and joined the Knicks How he faced adversity, overcame injury, and led his team to glory How he changed the game, inspired millions, and made history How he developed his skills, his style, and his attitude How he earned his recognition, his honors, and his awards How he created his impact, his difference, and his legend This book is more than a biography. It is a guide, a tool, and a gift. It is a guide for anyone who wants to learn from Julius Randle's story, journey, and legacy. It is a tool for anyone who wants to apply Julius Randle's way, method, and philosophy to their own life. It is a gift for anyone who wants to share Julius Randle's passion, inspiration, and love. This book is a tribute, a celebration, and a thank you. It is a tribute to Julius Randle, the basketball player, the Knicks player, and the legend. It is a celebration of Julius Randle, the person, the husband, the father, and the friend. It is a thank you to Julius Randle, the leader, the performer, the winner, and the hero. This book is a story, a journey, and a legacy. It is a story of how a dislocated shoulder made him a Knicks legend. It is a journey of how he achieved his dream and his glory. It is a legacy of how he created his legend and his legacy. This book is the Julius Randle Way. And it is a way that you don't want to miss. Get your copy today and join the Julius Randle Way. You won't regret it.
Julius Randle: A Life in Basketball: The Evolution of a Star From the concrete courts of Dallas to the bright lights of Madison Square Garden, Julius Randle's journey is a testament to resilience, unwavering passion, and the transformative power of hard work. This is not just a biography of a basketball star; it's a portrait of a young man defying expectations and forging his own destiny. Witness Randle's meteoric rise, from college phenom to NBA draft bust, and ultimately, to All-Star and the heart and soul of the New York Knicks. Dive into the crucible of early injuries and doubts, and revel in the triumph of his explosive 2020-21 season, a year that redefined his career and ignited the hopes of a city. This isn't just a collection of stats and game-winning shots. "Julius Randle: A Life in Basketball" delves deeper, exploring the formative years that shaped his character, the mentors who guided him, and the unwavering support of his mother, Carolyn, a former college player herself. You'll discover the man behind the athlete, his dedication to social justice, and the foundation he established to empower underprivileged youth. This book is for anyone who has ever dared to dream beyond their circumstances, for anyone who has faced setbacks and risen stronger. It's a story of grit, determination, and the unyielding belief that anything is possible. Read "Julius Randle: A Life in Basketball" and experience the evolution of a star, both on and off the court. Key Highlights: * Follows Julius Randle's journey from humble beginnings to NBA stardom. * Offers a behind-the-scenes look at his challenges and triumphs. * Explores Randle's character, values, and commitment to social justice. * Serves as an inspiration for aspiring athletes and dreamers.
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.
"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.