~/talk

is delighting fans with game-changing insights

on YouTube 18m
Talkat AWS Machine Learning Summit 2021 · on Wednesday, 2021-06-02· [machine-learning]

speaker

name:Andreas Heyden
links:none on file

resources

video:https://youtu.be/uBtB_hB2Pmk
slides:none on file

summary

Bundesliga builds real‑time “Match Facts” from stadium camera and tracking feeds, turning a 150,000‑hour archive and live 3.6 million per‑match data points into analytics served to apps, broadcasters and an archive. A model trained on 40,000 shots outputs an xGoals value (example: 6.41% goal probability versus a 75% penalty baseline) and runs through an AWS Fargate + Glue + SageMaker serverless pipeline in about 500 ms, already live and improving with each match.

AI-written summary · about

chapters (7)

  1. 0:00Intro
  2. 0:46Sport is the Sandbox for Innovation
  3. 1:40Bundesligas Glass to Glass Strategy
  4. 4:26How do we create insights
  5. 5:57Working backwards
  6. 11:09How to execute it
  7. 14:05The future

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