aws-samples / sagemaker-studio-custom-image-samples
This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio
☆128Updated last year
Related projects ⓘ
Alternatives and complementary repositories for sagemaker-studio-custom-image-samples
- ☆217Updated 3 months ago
- ☆143Updated last year
- ☆128Updated 6 months ago
- ☆82Updated 6 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 2 years ago
- Amazon SageMaker Local Mode Examples☆248Updated 3 months ago
- MLOps workshop with Amazon SageMaker☆89Updated 2 months ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆142Updated last year
- ☆87Updated last year
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆148Updated 5 months ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆171Updated 2 weeks ago
- ☆92Updated 3 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- A curated list of references for Amazon SageMaker☆158Updated 10 months ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆125Updated last month
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated 11 months ago
- The SageMaker Spark Container is a Docker image used to run data processing workloads with the Spark framework on Amazon SageMaker.☆38Updated 3 months ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆42Updated 3 years ago
- Hosting code-server on Amazon SageMaker☆52Updated last year
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 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 7 months ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆289Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆121Updated this week
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆391Updated last year
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆31Updated 4 months ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆66Updated 6 months ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Updated 3 years ago
- The open source version of the Amazon SageMaker docs☆250Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆146Updated 2 months ago
- ☆32Updated 8 months ago