aws-samples / awesome-sagemaker
A curated list of references for Amazon SageMaker
☆164Updated last year
Alternatives and similar repositories for awesome-sagemaker:
Users that are interested in awesome-sagemaker are comparing it to the libraries listed below
- ☆221Updated 6 months ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- ☆88Updated 2 years ago
- MLOps workshop with Amazon SageMaker☆97Updated 5 months ago
- Amazon SageMaker Local Mode Examples☆252Updated last week
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 2 years ago
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆68Updated 10 months ago
- ☆59Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆138Updated last week
- Hands-on demonstrations for data scientists exploring Amazon SageMaker☆77Updated 7 months ago
- ☆131Updated 9 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆308Updated last year
- This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Ser…☆46Updated 6 months ago
- ☆145Updated 2 years ago
- ☆29Updated 2 months ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆150Updated 2 months ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆133Updated last month
- ☆38Updated last week
- Scale complete ML development with Amazon SageMaker Studio☆151Updated 3 months ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆43Updated 3 years ago
- ☆33Updated 11 months ago
- Unlocking Creativity: Generative AI with SageMaker Jumpstart☆34Updated last year
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆71Updated 9 months ago
- Over 60 example task UIs for Amazon Augmented AI (A2I)☆98Updated 4 years ago
- ☆84Updated 9 months ago
- ☆35Updated last week
- Sample Jupyter Notebooks for Amazon Augmented AI (A2I)☆71Updated last year
- ☆139Updated 10 months ago
- A collection of recommended practices to accelerate the building of secure data science environments in regulated environments.☆49Updated last year
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Updated 4 years ago