德州游骑兵队如何利用统一数据平台推动世界级棒球分析.pdf

1、How the Texas Rangers Use a Unified Data Platform to Drive World Class Baseball AnalyticsMichael Topol&Oliver DykstraTexas Rangers Baseball Operations6/12/2024Who We AreSr.AnalystTexas Rangers Baseball ClubJoined the club in Data Engineer,R&DTexas Rangers Baseball ClubJoined the club in Michael Topo

2、lOliver Dykstra5Texas Rangers Baseball ClubWhat Were Talking AboutHistory of Baseball StatisticsBig Data BaseballThe Winning Formula:Cutting-Edge Data EngineeringMastering Data GovernanceUnleashing AI-Driven AnalyticsPutting it all together:6Texas Rangers Baseball ClubA Brief History of Baseball Sta

3、tisticsall baseball is,is numbers;its run by numbers,averages,percentages and oddsRollie Fingers(Hall of Fame Pitcher)Think Outside the Box(Score)1859 Henry Chadwick publishes the first Box Score,a set of statistics compiling the runs,hits,outs,assists and errors.100 years later 1952 Topps adds full

4、 statistics lines on the back of their annual baseball cards.9A Brief History of Baseball Statistics1977 Bill James publishes his first“Baseball Abstract”which becomes a national bestseller in the early 80s.1989 Retrosheet begins massive compilation and online publishing of old box scores and play-b

5、y-plays,allowing droves of historical research never before possible.1996 Baseball Prospectus begins publication of their annual and website introduces statistics community to VORP,PECOTA,Pitcher Abuse points,and more.10Think Outside the Box(Score)A Brief History of Baseball StatisticsThink Outside

6、the Box(Score)2001-2003 Billy Beanes Moneyball As use data-driven insights to identify market inefficiencies within the game of baseball.2003 Michael Lewis publishes his book,“Moneyball:The Art of Winning an Unfair Game”about those As.2011 Brad Pitt stars in the movie adaptation of the same name.11A