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Deploying ML Models on AWS EKS with Docker, Kubernetes, and Traefik

By PulseAugur Editorial · [2 sources] ·

This article details the process of deploying machine learning models using MLOps practices on AWS Elastic Kubernetes Service (EKS). It covers the use of Docker for containerization, Kubernetes for orchestration, and Traefik Proxy for managing network traffic within the EKS environment. AI

IMPACT Provides a technical guide for MLOps engineers on deploying ML models within a cloud infrastructure.

RANK_REASON The article describes the technical implementation of deploying ML models using existing tools and platforms, rather than announcing a new product or research.

Read on Medium — MLOps tag →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

Deploying ML Models on AWS EKS with Docker, Kubernetes, and Traefik

COVERAGE [2]

  1. Medium — MLOps tag TIER_1 English(EN) · Aman Pathak | DevOps | AWS | K8s | Terraform | ML ·

    Day 10 of MLOps: Deploying ML Models on AWS EKS with Docker, Kubernetes, and Traefik

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://amanpathakdevops.medium.com/day-10-of-mlops-deploying-ml-models-on-aws-eks-with-docker-kubernetes-and-traefik-296346f5c941?source=rss------mlops-5"><img src="https://cdn-images-1.medium.com/max/1564/1*Mn5…

  2. Medium — MLOps tag TIER_1 English(EN) · Aman Pathak | DevOps | AWS | K8s | Terraform | ML ·

    Day 10 of MLOps: Deploying ML Models on AWS EKS with Docker, Kubernetes, and Traefik

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/codetodeploy/day-10-of-mlops-deploying-ml-models-on-aws-eks-with-docker-kubernetes-and-traefik-296346f5c941?source=rss------mlops-5"><img src="https://cdn-images-1.medium.com/max/1564/1*Mn5fzku…

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