Moneyball Highlights: State of Football Analytics w/Ron Yurko
Feb 21, 2024
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The podcast discusses the current and future state of football analytics with Ron Yurko. Topics include measuring player performance, creativity in sports analysis, NFL quarterback analysis, and successes beyond top draft picks.
Creative approach to football analytics through partnership with coaches for tackling concepts.
Importance of feature engineering and observational data in quarterback analysis and team decisions.
Deep dives
The Big Data Bowl and Football Analytics
Ron Yurko discusses advising two Carnegie Mellon teams in the NFL's Big Data Bowl finals, a competition focusing on tackling in football analytics. Yurko's teams took a creative approach by partnering with CMU football coaches to explore concepts like setting the edge and its impact on defensive plays. They emphasized the importance of feature engineering and observational data in understanding football dynamics.
Quarterback Analysis and Team Strategy
The conversation shifts to quarterback analysis, where Ron Yurko critiques Kenny Pickett's performance and the challenges the Steelers face in securing a top-tier quarterback through the draft. The discussion touches on the role of coaches like Mike Tomlin in team success and the limitations of drafting mid-round quarterbacks for playoff contention. Yurko's emotional investment in team decisions highlights the complexities of roster management and subjective opinions in sports analytics.
Carnegie Mellon Sports Analytics Programs
Ron Yurko highlights Carnegie Mellon's sports analytics initiatives, including the summer undergraduate research program that offers students hands-on experience with real-world data from sports teams. He emphasizes the collaborative nature of the program, where students work on capstone projects with industry partners like the Astros, Buffalo Sabres, and Pittsburgh Pirates. Yurko invites listeners to explore Carnegie Mellon's ongoing sports analytics work and upcoming conferences to engage in cutting-edge sports analytics research.
Wharton's Cade Massey, Eric Bradlow, and Adi Wyner speak with Ron Yurko, Professor in the Department of Statistics and Data Science at Carnegie Mellon University, about the current state, and future of football analytics.