aws-samples / sagemaker-studio-lifecycle-config-examplesLinks
☆88Updated last year
Alternatives and similar repositories for sagemaker-studio-lifecycle-config-examples
Users that are interested in sagemaker-studio-lifecycle-config-examples are comparing it to the libraries listed below
Sorting:
- ☆144Updated 2 years ago
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆134Updated 2 years ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated 2 years ago
- This repository contains guidance related to SageMaker AI Projects. SageMaker Projects help organizations set up and standardize develope…☆232Updated last month
- ☆138Updated last year
- Amazon SageMaker Local Mode Examples☆261Updated 8 months ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆58Updated 3 years ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆293Updated 8 months ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆145Updated 2 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆105Updated 3 years ago
- ☆31Updated 3 months ago
- A helper library to connect into Amazon SageMaker with AWS Systems Manager and SSH (Secure Shell)☆258Updated 6 months ago
- MLOps workshop with Amazon SageMaker☆112Updated 9 months ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆155Updated 7 months ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆429Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆143Updated this week
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆182Updated 2 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆327Updated 2 years ago
- amazon-sagemaker-cdk-examples uses AWS CDK to simplify common architectures in machine leaning operations using Sagemaker and other AWS s…☆69Updated last year
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆154Updated 2 months ago
- Hosting code-server on Amazon SageMaker☆57Updated 2 years ago
- Serve machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆410Updated 2 years ago
- A set of Docker images that include popular frameworks for machine learning, data science and visualization.☆141Updated this week
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆74Updated last year
- Terraform code to deploy a SageMaker domain in VPC-only mode that supports multiple Studio and Canvas features☆20Updated 2 years ago
- ☆89Updated 3 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆152Updated 3 weeks ago
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆527Updated 3 months ago
- A curated list of references for Amazon SageMaker☆175Updated 2 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆88Updated 6 months ago