aws-samples / sagemaker-custom-project-templates
☆214Updated last month
Related projects: ⓘ
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆291Updated last year
- Amazon SageMaker Local Mode Examples☆242Updated last month
- A curated list of references for Amazon SageMaker☆152Updated 8 months ago
- ☆125Updated 4 months ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated last year
- MLOps workshop with Amazon SageMaker☆84Updated 6 months ago
- ☆85Updated last year
- ☆216Updated 3 weeks ago
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆121Updated last year
- ☆142Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆144Updated 2 weeks ago
- ☆267Updated 2 months ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆165Updated this week
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆112Updated this week
- Scale complete ML development with Amazon SageMaker Studio☆139Updated 3 months ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆144Updated 3 months ago
- ☆78Updated 4 months ago
- ☆23Updated last month
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆170Updated 8 months ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆123Updated last week
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆125Updated 10 months ago
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆382Updated 9 months ago
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆324Updated 3 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆65Updated 4 months ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆140Updated 11 months ago
- Hands-on demonstrations for data scientists exploring Amazon SageMaker☆76Updated 2 months ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆416Updated 5 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆57Updated 2 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆285Updated last year
- Learn Amazon SageMaker☆102Updated last year