aws-samples / amazon-eks-machine-learning-with-terraform-and-kubeflowLinks
MLOps on Amazon EKS
☆115Updated this week
Alternatives and similar repositories for amazon-eks-machine-learning-with-terraform-and-kubeflow
Users that are interested in amazon-eks-machine-learning-with-terraform-and-kubeflow are comparing it to the libraries listed below
Sorting:
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆99Updated 4 years ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆63Updated last week
- This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both…☆51Updated 5 months ago
- KubeFlow on AWS☆188Updated 2 months ago
- ☆89Updated 3 years ago
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆47Updated 6 months ago
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.☆138Updated this week
- A Data Platform built for AWS, powered by Kubernetes.☆147Updated 2 years ago
- A project template for developing BYOD docker images for use in Amazon SageMaker.☆19Updated 5 years ago
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆68Updated last year
- Learn how to build an end-to-end streaming architecture to ingest, analyze, and visualize streaming data in near real-time☆34Updated 3 years ago
- ☆73Updated last year
- ☆44Updated 4 months ago
- ACK service controller for Amazon SageMaker☆50Updated last week
- ☆33Updated last year
- CloudFormation to setup Kubeflow and Sagemaker Operators on EKS☆25Updated 2 years ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 5 months ago
- Amazon SageMaker operator for Kubernetes☆150Updated 2 years ago
- Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS☆169Updated 6 years ago
- An open-source framework that simplifies implementation of data solutions.☆143Updated last week
- AI on EKS - Tested AI/ML for Amazon Elastic Kubernetes Service☆143Updated last week
- ☆19Updated last year
- ☆144Updated 2 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Updated 3 years ago
- ☆56Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆149Updated 7 months ago
- AWS Quick Start Team☆19Updated last year
- This is a sample solution for logging EC2 Spot Instance Interruptions, storing them in CloudWatch and S3, and visualizing them with a Clo…☆72Updated last year
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆36Updated last year
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated 2 years ago