aws-samples / mlops-amazon-sagemakerLinks
Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker
☆320Updated 2 years ago
Alternatives and similar repositories for mlops-amazon-sagemaker
Users that are interested in mlops-amazon-sagemaker are comparing it to the libraries listed below
Sorting:
- ☆230Updated last year
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆106Updated 2 years ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆148Updated 3 months ago
- ☆135Updated last year
- Machine Learning Ops Workshop with SageMaker: lab guides and materials.☆330Updated 4 years ago
- MLOps workshop with Amazon SageMaker☆108Updated 4 months ago
- ☆309Updated last month
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆154Updated 2 months ago
- Amazon SageMaker Local Mode Examples☆259Updated 3 months ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆181Updated last week
- ☆89Updated 2 years ago
- Scale complete ML development with Amazon SageMaker Studio☆181Updated 9 months ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated last year
- A curated list of references for Amazon SageMaker☆173Updated last year
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆153Updated 2 months ago
- ☆145Updated 2 years ago
- Materials for a 2-day instructor led course on applying machine learning☆200Updated 4 years ago
- A collection of sample scripts to customize Amazon SageMaker Notebook Instances using Lifecycle Configurations☆430Updated last year
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆86Updated last month
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆139Updated last week
- ☆409Updated last month
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 4 years ago
- Train machine learning models within a 🐳 Docker container using 🧠 Amazon SageMaker.☆517Updated 2 weeks ago
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆133Updated 2 years ago
- Learn Amazon SageMaker☆106Updated 2 years ago
- Hands-on end-to-end workshop to explore Amazon SageMaker.☆58Updated 2 years ago
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆143Updated last year
- Hands-on demonstrations for data scientists exploring Amazon SageMaker☆80Updated 3 months ago
- The open source version of the Amazon SageMaker docs☆251Updated 2 years ago