MLOps

Using AntiPatterns to avoid MLOps Mistakes

https://aiden-jeon.github.io/post/tech/mlops/antipatterns_for_mlops/?fbclid=IwAR3CTs0pni8Rf-PEEAbLGRaCxTeR7O3pMxrPh30S-Vql9RVtPja0MjFNzc4aiden-jeon.github.io

Using AntiPatterns to avoid MLOps MistakesarXiv.org

CI/CD for ML Online Serving and Models (Uber)

https://eng.uber.com/continuous-integration-deployment-ml/?fbclid=IwAR2He_5BZWLceI_NKVZRxLgw0ETzFC5xPXh-rvk8Q1LBuyHDOvOOX3Rw0T0eng.uber.com

Machine Learning Engineering for Production

Panel discussion introducing a new specialization for MLOps

MLOps KR Seminar

Practical MLOps eBook

Translated in Korean

(외부공개) 실리콘밸리의 ML옵스 - 머신러닝 서비스 구축을 위한 실전 ML옵스 가이드 - Google DriveGoogle Drive