What is MLOps?
MLOps Concepts
Folkert Stijnman
ML Engineer
Machine Learning Operations
...is the set of practices to design, deploy and maintain machine learning in production continuously, reliably, and efficiently.
- Focus on machine learning 'in production'
- The full machine learning lifecycle
The origin of MLOps
- Practices and tools to deliver software applications
- Development and Operations used to be separate
Why MLOps
1 https://cloud.google.com/architecture/mlops-continuous-delivery-and-automation-pipelines-in-machine-learning
Why MLOps
