ML 엔지니어링, MLOps 및 모델 거버넌스

[GunSik2]

ML 엔지니어링, MLOps 및 모델 거버넌스 이해

데이터 중심 머신 러닝 플랫폼 필수 기능

참고자료

• The Need for Data-centric ML Platforms https://databricks.com/blog/2021/06/23/need-for-data-centric-ml-platforms.html
• Operationalizing machine learning at scale https://databricks.com/p-thank-you-webinar-operationalizing-machine-learning-at-scale-od
• Databricks mlops https://www.slideshare.net/databricks/mlops-virtual-event-automating-ml-at-scale https://www.slideshare.net/databricks/databricks-overview-for-mlops
• Learn to use Databricks for the full ML lifecycl https://github.com/RafiKurlansik/dais2021_full_ml_lifecycle

[GunSik2]

Databricks usecase

• The Need for Data-centric ML Platforms https://databricks.com/blog/2021/06/23/need-for-data-centric-ml-platforms.html