aws-samples / amazon-sagemaker-feature-store-end-to-end-workshop
☆128Updated 6 months ago
Related projects ⓘ
Alternatives and complementary repositories for amazon-sagemaker-feature-store-end-to-end-workshop
- MLOps workshop with Amazon SageMaker☆89Updated 2 months ago
- ☆217Updated 3 months ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆66Updated 6 months ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆121Updated this week
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆148Updated 5 months ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆59Updated last year
- A curated list of references for Amazon SageMaker☆158Updated 10 months ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆42Updated 3 years 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
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- ☆87Updated last year
- This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.☆45Updated 3 years ago
- ☆143Updated last year
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆56Updated 2 years 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
- ☆32Updated 8 months ago
- Scale complete ML development with Amazon SageMaker Studio☆147Updated last week
- This repository contains examples of Docker images that can be used as custom images for KernelGateway Apps in SageMaker Studio☆128Updated 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
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆296Updated last year
- ☆92Updated 3 years ago
- ☆82Updated 6 months ago
- Amazon SageMaker examples for prebuilt framework mode containers, a.k.a. Script Mode, and more (BYO containers and models etc.)☆171Updated 11 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
- Hands-on end-to-end workshop to explore Amazon SageMaker.☆51Updated last year
- Amazon SageMaker Local Mode Examples☆248Updated 3 months ago
- Implementations of Amazon SageMaker-compatible custom containers for training.☆25Updated 3 years ago
- ☆24Updated last year
- Hands-on demonstrations for data scientists exploring Amazon SageMaker☆77Updated 4 months ago
- ☆278Updated 2 weeks ago