Continuous Delivery (CD) of ML Models on Kubernetes with GitOps using ArgoCD
This article in our Declarative MLOps series discusses how you can use ArgoCD for Continuous Delivery (CD) to deploy your ML Models on Kubernetes. —  A design pattern has emerged for Continuous Integration and Continuous Delivery (CI/CD) of services on Kubernetes — GitOps, where the declarative instructions for packaging and deploying services and the infrastructure lie in a Git Repo (along with some assisting tools that help ship the container to your K8s cluster). By…
Continuous Delivery (CD) of ML Models on Kubernetes with GitOps using ArgoCD This article in our Declarative MLOps series discusses how you can use ArgoCD for Continuous Delivery (CD) to deploy your ML Models on Kubernetes. —  A design pattern has emerged for Continuous Integration and Continuous Delivery (CI/CD) of services on Kubernetes — GitOps, where the declarative instructions for packaging and deploying services and the infrastructure lie in a Git Repo (along with some assisting tools that help ship the container to your K8s cluster). By… machine-learning
Continuous Delivery CD ML Models Kubernetes GitOps using ArgoCD article Declarative MLOps series discus use ArgoCD Continuous Delivery CD deploy ML Models Kubernetes — design pattern emerged Continuous Integration Continuous Delivery CICD service Kubernetes — GitOps declarative instruction packaging deploying service infrastructure lie Git Repo along assisting tool help ship container K8s cluster By… machinelearning