aws-samples / aws-enterprise-mlops-frameworkLinks
☆34Updated 11 months ago
Alternatives and similar repositories for aws-enterprise-mlops-framework
Users that are interested in aws-enterprise-mlops-framework are comparing it to the libraries listed below
Sorting:
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆231Updated 2 weeks ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆149Updated 7 months ago
- ☆137Updated last year
- ☆89Updated 3 years ago
- ☆144Updated 2 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆325Updated 2 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Updated 3 years ago
- Amazon SageMaker Local Mode Examples☆262Updated 7 months ago
- MLOps workshop with Amazon SageMaker☆111Updated 8 months ago
- A curated list of references for Amazon SageMaker☆175Updated last year
- Secure and scalable MLOps platform on AWS using Terraform.☆43Updated 8 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆58Updated 3 years ago
- Hands-on demonstrations for data scientists exploring Amazon SageMaker☆80Updated 6 months ago
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated 2 years ago
- ☆33Updated last year
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆88Updated 5 months 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
- Foundation model benchmarking tool. Run any model on any AWS platform and benchmark for performance across instance type and serving stac…☆254Updated 7 months ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 4 years ago
- ☆126Updated last week
- Scale complete ML development with Amazon SageMaker Studio☆185Updated last year
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆34Updated 2 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆142Updated 3 weeks ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 5 months ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆100Updated last year
- Some crazy experiments☆35Updated 3 months ago
- ☆42Updated last month
- This code repository contains code assets of "Generative AI Large Language Model Workshop for Financial Services" workshop☆19Updated last year
- ☆133Updated last week
- End to end Machine Learning with Amazon SageMaker☆42Updated last year