aws-samples / amazon-sagemaker-feature-store-streaming-aggregation
This repo provides an end-to-end example of using streaming feature aggregation with the Amazon SageMaker Feature Store.
☆45Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for amazon-sagemaker-feature-store-streaming-aggregation
- ☆127Updated 6 months ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆42Updated 3 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆59Updated last year
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆124Updated 3 weeks ago
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆137Updated 3 years ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆145Updated 2 months ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆120Updated last week
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆171Updated this week
- MLOps workshop with Amazon SageMaker☆88Updated last month
- SageMaker custom deployments made easy☆57Updated 10 months ago
- Step Functions Data Science SDK for building machine learning (ML) workflows and pipelines on AWS☆289Updated last year
- Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events☆142Updated last year
- ☆91Updated 3 years ago
- ☆144Updated last year
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆57Updated 2 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆95Updated last year
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆66Updated 6 months ago
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆31Updated 4 months ago
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆126Updated 11 months ago
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆97Updated 3 years ago
- Some crazy experiments☆31Updated last week
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆148Updated 4 months ago
- ☆217Updated 2 months ago
- Example templates for the delivery of custom ML solutions to production so you can get started quickly without having to make too many de…☆66Updated 4 months ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆295Updated last year
- ☆87Updated last year
- End to end Machine Learning with Amazon SageMaker☆41Updated 8 months ago
- Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.☆96Updated 3 months ago