

⛹️♂️ Large Scale Video ML at WSC Sports with Yuval Gabay
Aug 7, 2023
Yuval Gabay, MLOps Engineer at WSC Sports, discusses MLOps methodologies, standardizing deployment, and closing the loop from production to training. They also explore implementing WCS Sports in NBA games, tips for starting in MLOps, managing machine learning with GitOps, and taking ML models into production.
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7
Introduction
00:00 • 2min
Creating High-Quality Video Content for Sports Games
02:22 • 4min
Implementing WCS Sports in NBA Games
06:28 • 12min
Recommendations for Starting Out in MLOps
18:42 • 3min
Starting with a Problem and Seeking Solutions
21:54 • 4min
Managing machine learning with GitOps
26:01 • 14min
Taking Machine Learning Models into Production
40:10 • 22min