A new take on tackling: NFL Next Gen Stats and AWS bring data to the gridiron
Media Blog
The article discusses a new AI model developed by the NFL and AWS to analyze and predict tackle probabilities in football games. By leveraging AWS technologies like Amazon SageMaker, the teams were able to process massive datasets and develop sophisticated features to improve the model's accuracy.
Specifically, the article covers:
- The motivation and challenges in quantifying tackle dynamics
- Expanding the model's training data to an entire season
- Feature engineering using football expertise and spatial analysis
- Optimizing model performance with AWS cloud infrastructure
- Integrating the model into live broadcasts with low latency
- Collaboration between AWS engineering and NFL analysts
- Potential future applications in sports analytics and other domains
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Sep 10
2024
2024
Beyond the box score: AWS and NFL AI-powered Tackle Analysis
Sep 25
2025
2025
NFL Next Gen Stats and AWS decode defense coverage patterns
Feb 27
2024
2024
Advancing Next Gen Stats: 2024 Big Data Bowl analyzes tackling performance across the NFL
Jul 12
2024
2024
Inside the NFL’s innovative fan data platform powered by AWS
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.