visenger/awesome-mlops — A curated list of references for MLOps

Awesome MLOps

MLOps. You Desing It. Your Train It. You Run It.

An awesome list of references for MLOps - Machine Learning Operations :point_right: ml-ops.org


MLOps Core	MLOps Communities
MLOps Books	MLOps Articles
MLOps Workflow Management	MLOps: Feature Stores
MLOps: Data Engineering (DataOps)	MLOps: Model Deployment and Serving
MLOps: Testing, Monitoring and Maintenance	MLOps: Infrastructure
MLOps Papers	Talks About MLOps
Existing ML Systems	Machine Learning
Software Engineering	Product Management for ML/AI
The Economics of ML/AI	Model Governance, Ethics, Responsible AI
MLOps: People & Processes	Newsletters About MLOps, Machine Learning, Data Science and Co.