How to Manage Thousands of Real-Time Models in Production - MLOps Live #36 with Seagate
Scaling and maintaining thousands of models in production presents complex, non-trivial challenges. Join us to hear first-hand the secrets to successful deployment, orchestration and management of AI applications in real-time and at scale.
Kaegan Casey, AI/ML Solutions Architect at Seagate, shared two of their newest predictive manufacturing use cases, using both batch and real-time functions:
- Process tool health monitoring with anomaly detection
- Optimized material sampling with classification