Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.
☆106Oct 13, 2022Updated 4 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆334Apr 15, 2021Updated 5 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆335Jul 20, 2023Updated 3 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆45Jun 7, 2021Updated 5 years ago
- Mastering Data Science Engineering☆14Oct 2, 2025Updated last year
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆23Aug 18, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆169Dec 20, 2023Updated 2 years ago
- Materials for a 2-day instructor led course on applying machine learning☆199Apr 21, 2021Updated 5 years ago
- ☆11Dec 20, 2023Updated 2 years ago
- Creates a CloudFormation template that uses AWS StepFunctions to automate the building and training of Sagemaker custom models based on S…☆164Jan 15, 2020Updated 6 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆66Oct 17, 2023Updated 2 years ago
- Optimizing scalable ML inference workloads with Amazon Elastic Inference and Amazon EKS☆15May 20, 2024Updated 2 years ago
- ☆145Jan 23, 2023Updated 3 years ago
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆388Jan 14, 2026Updated 9 months ago
- ☆336Aug 25, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆22Jul 14, 2020Updated 6 years ago
- Learn Amazon SageMaker☆104Mar 2, 2026Updated 7 months ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Jan 3, 2021Updated 5 years ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆425Apr 2, 2024Updated 2 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆99May 11, 2023Updated 3 years ago
- Using Deep Learning for Demand Forecasting with Amazon SageMaker☆91Sep 14, 2022Updated 4 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆91Jul 5, 2025Updated last year
- A code-free AutoML pipeline with AutoGluon, Amazon SageMaker, and AWS Lambda.☆11Aug 5, 2021Updated 5 years ago
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,438Jul 31, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The open source version of the Amazon SageMaker docs☆250Jun 15, 2023Updated 3 years ago
- ☆138Mar 5, 2026Updated 7 months ago
- This solution demonstrates the setup and deployment of Amazon SageMaker Studio into a private VPC and implementation of multi-layer secur…☆22Jul 31, 2022Updated 4 years ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆157Jun 10, 2025Updated last year
- A project template for developing BYOD docker images for use in Amazon SageMaker.☆19Jan 15, 2020Updated 6 years ago
- A library of additional estimators and SageMaker tools based on scikit-learn☆41Feb 1, 2024Updated 2 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆129Nov 14, 2023Updated 2 years ago
- Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS☆167Jul 20, 2019Updated 7 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆300Apr 15, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- MLOps workshop with Amazon SageMaker☆113Mar 25, 2025Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆164Apr 15, 2026Updated 5 months ago
- Multi-Branch CI/CD Pipeline using CDK Pipelines.☆48Apr 13, 2026Updated 6 months ago
- 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
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆69Mar 28, 2024Updated 2 years ago
- Compilation of examples of SageMaker inference options and other features.☆74Oct 28, 2025Updated 11 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆59Apr 18, 2022Updated 4 years ago