Praxisbericht: ML Ops für Condition-Monitoring Anwendungen
Date:
In this talk I worked out some talkeaways regarding MLOPS from one of our customer projects: Firstly, a clear understanding of the importance of MLOps for the long-term operation of machine learning models. Secondly, I gave Insight into which problems AWS Sagemaker can and cannot solve (model registry, multi-model endpoints, serverless endpoints,…). Finally, I conveyed an understanding of a service architecture that promotes seamless collaboration between data science and operations teams.
Further information about the talk:
- Conference Link: Minds Mastering Machines 2024
- Conference programm: Minds Mastering Machines 2024 Programm
- Slides: Download slides here
Further material
