Machine Learning Pipelines with K3s & Argo. KCD, El Salvador

This talk was about how to use K3s(Lightweight Kubernetes) for POCs and Argo to automate Machine Learning Pipelines, explaining basic concepts about MLOps, Containers and Orchestrators, at the end was presented a small demo that showed how to excute a small ML Pipeline using Argo Workflows, Scikit Learn for model generation, ArgoCD for model deployment and K3s to orchestrate all the containers asociated to these technologies. This talk presented at the Kubernetes Community Days El Salvador. Online event.

Event Link | Slides | Demo Repository