Prerequisites¶
準備好環境,有些東西是前要先安裝好
- Brew installed
- Minikube installed
- Docker Desktop Installed
系列文章中有很多介紹,如果只想看實作的話,可以參考下方的順序,帶你一步步完成這系列的架構
- Modeling Data
- Modeling Features
- Deploy Feast on Kubernetes
- Deploy MinIO on Kubernetes
- Deploy MLflow on Kubernetes
- Deploy Ray Cluster on Kubernetes Using KubeRay
- Integrate Ray Tune with Optuna, Imblearn, MLflow and MinIO
- Submit a Ray Tune Job to Your Ray Cluster
- Install KServe in Serverless Mode
- Deploy Your Model on Kubernetes Using Kserve InferenceService