Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.
☆106Oct 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. 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☆332Jul 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 10 months ago
- 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
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆235Apr 21, 2026Updated 3 months ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆74Nov 23, 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
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆66Oct 17, 2023Updated 2 years ago
- ☆88Nov 29, 2022Updated 3 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
- Terraform module to support Sagemaker for AWS provider☆31Oct 3, 2023Updated 2 years ago
- 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.
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆387Jan 14, 2026Updated 7 months ago
- ☆333Jul 15, 2026Updated last month
- Learn Amazon SageMaker☆105Mar 2, 2026Updated 5 months ago
- ☆22Jul 14, 2020Updated 6 years 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☆426Apr 2, 2024Updated 2 years ago
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆75Jun 17, 2024Updated 2 years ago
- Using Deep Learning for Demand Forecasting with Amazon SageMaker☆91Sep 14, 2022Updated 3 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆89Jul 5, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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☆3,429Jul 31, 2024Updated 2 years ago
- The open source version of the Amazon SageMaker docs☆253Jun 15, 2023Updated 3 years ago
- ☆138Mar 5, 2026Updated 5 months ago
- Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC☆15Jul 9, 2020Updated 6 years ago
- A project template for developing BYOD docker images for use in Amazon SageMaker.☆19Jan 15, 2020Updated 6 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☆298Apr 15, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- MLOps workshop with Amazon SageMaker☆113Mar 25, 2025Updated last year
- This repo provides a couple of easy-to-use template scripts to help you set up a custom jupyter kernel on a AWS Sagemaker Jupyter Noteboo…☆11Jun 17, 2021Updated 5 years 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 9 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆59Apr 18, 2022Updated 4 years ago
- Bring your own data Labs: Build a serverless data pipeline based on your own data☆43May 22, 2023Updated 3 years ago