MLOps Concepts
Folkert Stijnman
ML Engineer
Teams work in isolation
No tracking of development
Manual process for deployment
After development teams will collaborate to deploy model
Tracking of ML experiments and features
Automated deployment pipeline (CD)
Close collaboration between teams
Monitoring of development and deployment
MLOps Concepts