aws-samples / aws-deeplearning-labsLinks
CloudFormation to setup Kubeflow and Sagemaker Operators on EKS
☆25Updated 2 years ago
Alternatives and similar repositories for aws-deeplearning-labs
Users that are interested in aws-deeplearning-labs are comparing it to the libraries listed below
Sorting:
- ☆229Updated 11 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆318Updated last year
- ☆88Updated 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
- Amazon SageMaker Local Mode Examples☆258Updated 2 months ago
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated 2 years ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆97Updated 4 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 2 years ago
- ☆145Updated 2 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆145Updated 2 months ago
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆247Updated 3 months ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆60Updated last month
- ☆41Updated 2 months ago
- A curated list of references for Amazon SageMaker☆170Updated last year
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆180Updated 2 months ago
- ☆135Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆138Updated 2 weeks ago
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆35Updated last year
- This Guidance demonstrates how to deploy a machine learning inference architecture on Amazon Elastic Kubernetes Service (Amazon EKS). It …☆44Updated last month
- This solution demonstrates the setup and deployment of Amazon SageMaker Studio into a private VPC and implementation of multi-layer secur…☆20Updated 2 years ago
- This repository aims to showcase how to finetune a FM model in Amazon EKS cluster using, JupyterHub to provision notebooks and craft both…☆45Updated 3 weeks ago
- ☆33Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆154Updated last month
- Some crazy experiments☆34Updated 5 months ago
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆34Updated 2 years ago
- ☆30Updated last year
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆132Updated 2 years ago
- ☆85Updated last year
- ☆55Updated last year
- ☆299Updated 2 weeks ago