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. 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.☆333Apr 15, 2021Updated 5 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆327Jul 20, 2023Updated 2 years ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆45Jun 7, 2021Updated 4 years ago
- Build Train and Deploy your own custom container using AWS StepFunctions Data Science SDK☆23Aug 18, 2020Updated 5 years ago
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆76Nov 23, 2023Updated 2 years ago
- 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.
- 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
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆65Oct 17, 2023Updated 2 years ago
- ☆88Nov 29, 2022Updated 3 years ago
- ☆11Dec 20, 2023Updated 2 years ago
- ☆145Jan 23, 2023Updated 3 years ago
- Terraform module to support Sagemaker for AWS provider☆31Oct 3, 2023Updated 2 years ago
- Optimizing scalable ML inference workloads with Amazon Elastic Inference and Amazon EKS☆15May 20, 2024Updated 2 years ago
- Amazon SageMaker workshops: Introduction, TensorFlow in SageMaker, and more☆389Jan 14, 2026Updated 4 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆329Updated this week
- Learn Amazon SageMaker☆105Mar 2, 2026Updated 2 months ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Jan 3, 2021Updated 5 years ago
- ☆22Jul 14, 2020Updated 5 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆98May 11, 2023Updated 3 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 last year
- Using Deep Learning for Demand Forecasting with Amazon SageMaker☆89Sep 14, 2022Updated 3 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆89Jul 5, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The open source version of the Amazon SageMaker docs☆253Jun 15, 2023Updated 2 years ago
- ☆139Mar 5, 2026Updated 2 months ago
- Mastering Data Science Engineering☆14Oct 2, 2025Updated 7 months ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Jun 10, 2025Updated 11 months ago
- Build end-to-end Machine Learning pipeline to predict accessibility of playgrounds in NYC☆15Jul 9, 2020Updated 5 years ago
- AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker☆3,428Jul 31, 2024Updated last year
- A library of additional estimators and SageMaker tools based on scikit-learn☆41Feb 1, 2024Updated 2 years 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 3 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆128Nov 14, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆296Apr 15, 2025Updated last year
- Train and Deploy Machine Learning Models on Kubernetes using Amazon EKS☆169Jul 20, 2019Updated 6 years ago
- 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 4 years ago
- MLOps workshop with Amazon SageMaker☆113Mar 25, 2025Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆161Apr 15, 2026Updated last month
- Multi-Branch CI/CD Pipeline using CDK Pipelines.☆48Apr 13, 2026Updated last month
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆58Apr 18, 2022Updated 4 years ago