aws-samples / amazon-eks-machine-learning-with-terraform-and-kubeflowLinks
MLOps on Amazon EKS
☆104Updated last 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…☆61Updated this week
- This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both…☆48Updated 4 months ago
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆47Updated 4 months ago
- KubeFlow on AWS☆186Updated last month
- ☆44Updated 2 months ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 4 months ago
- A Data Platform built for AWS, powered by Kubernetes.☆147Updated 2 years ago
- ACK service controller for Amazon SageMaker☆50Updated last week
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.☆133Updated this week
- ☆89Updated 2 years ago
- ☆56Updated last year
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 3 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆149Updated 6 months ago
- ☆33Updated last year
- Amazon SageMaker operator for Kubernetes☆149Updated 2 years ago
- ☆73Updated last year
- ☆87Updated last year
- Create an Amazon EKS cluster and run a distributed training example☆29Updated last year
- ☆145Updated 2 years ago
- 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
- Terraform module to support Sagemaker for AWS provider☆32Updated 2 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
- ☆89Updated last year
- ☆30Updated last month
- This solution helps you deploy Data Lake Infrastructure on AWS using CDK Pipelines.☆98Updated 3 years ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 3 years ago
- ☆73Updated last year
- Source code for the post, 'Getting Started with Data Analysis on AWS, using S3, Glue, Amazon Athena, and QuickSight'☆28Updated 4 years ago
- AI on EKS - Tested AI/ML for Amazon Elastic Kubernetes Service☆130Updated this week