aws-samples / amazon-sagemaker-safe-deployment-pipelineView external linksLinks
Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.
☆105Oct 13, 2022Updated 3 years ago
Alternatives and similar repositories for amazon-sagemaker-safe-deployment-pipeline
Users that are interested in amazon-sagemaker-safe-deployment-pipeline are comparing it to the libraries listed below
Sorting:
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆332Apr 15, 2021Updated 4 years ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆170Dec 20, 2023Updated 2 years ago
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆391Jan 14, 2026Updated 3 weeks ago
- Learn Amazon SageMaker☆105Feb 5, 2026Updated last week
- Using Deep Learning for Demand Forecasting with Amazon SageMaker☆89Sep 14, 2022Updated 3 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆98May 11, 2023Updated 2 years ago
- ☆88Nov 29, 2022Updated 3 years ago
- ☆22Jul 14, 2020Updated 5 years ago
- ☆11Dec 20, 2023Updated 2 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Nov 14, 2023Updated 2 years ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆428Apr 2, 2024Updated last year
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆74Jun 17, 2024Updated last year
- lightgbmのfeature-transform（特徴量の非線形化）をすることで、80,000を超える特徴量を線形回帰でも表現できることを示します☆10Nov 7, 2017Updated 8 years ago
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,426Jul 31, 2024Updated last year
- Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC☆15Jul 9, 2020Updated 5 years ago
- The open source version of the Amazon SageMaker docs☆253Jun 15, 2023Updated 2 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆154Feb 7, 2026Updated last week
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆144Updated this week
- A library of additional estimators and SageMaker tools based on scikit-learn☆41Feb 1, 2024Updated 2 years ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆58Apr 18, 2022Updated 3 years ago
- ☆138Feb 3, 2026Updated last week
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆100Dec 30, 2020Updated 5 years ago
- Code and walkthrough labs to set up an asp.netcore serverless solution that integrates with Amazon Cognito and AWS X-Ray.☆16Jun 11, 2020Updated 5 years ago
- Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker☆106May 3, 2024Updated last year
- Research Paper: "Graph Contrastive Learning as a Versatile Foundation for Advanced scRNA-seq Data Analysis"☆10Nov 20, 2024Updated last year
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆88Jul 5, 2025Updated 7 months ago
- Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors☆165May 3, 2024Updated last year
- Sample Scripts to Customize SageMaker Notebook Instance☆22May 2, 2024Updated last year
- Scale complete ML development with Amazon SageMaker Studio☆186Nov 7, 2024Updated last year
- Model assisted dataset preparation for Amazon Rekognition Custom Labels.☆21May 17, 2021Updated 4 years ago
- Bring your own data Labs: Build a serverless data pipeline based on your own data☆44May 22, 2023Updated 2 years ago
- A TensorFlow Serving solution for use in SageMaker. This repo is now deprecated.☆172Sep 13, 2023Updated 2 years ago
- A simple template to set up basic Vim, Tmux, Zsh for the Deep Learning AMI Amazon Linux 2 for data scientists.☆20Jun 10, 2021Updated 4 years ago
- ☆20Jun 11, 2024Updated last year
- This solution demonstrates the setup and deployment of Amazon SageMaker Studio into a private VPC and implementation of multi-layer secur…☆22Jul 31, 2022Updated 3 years ago
- Serverless Analytics with Amazon Athena, published by packt☆26Feb 5, 2026Updated last week
- Collection of Cloud Formation Templates, Lambda Scripts and sample code required to provision an AWS Data Lake for a ReInvent Lab Exercis…☆26Apr 9, 2019Updated 6 years ago
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆534Jan 16, 2026Updated 3 weeks ago
- ☆53Jul 19, 2023Updated 2 years ago