# MLOps Principles

Awareness of MLOps principles and maturity factors is required.

- **Books:**
    - _Designing Machine Learning Systems_ by Chip Huyen
    - _Introducing MLOps_ by Mark Treveil and Dataiku
- **Assessment:** [MLOps maturity assessment](https://marvelousmlops.substack.com/p/mlops-maturity-assessment)
- **Great resource on MLOps:** [ml-ops.org](https://ml-ops.org)