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.
☆46Updated 3 years ago
Alternatives and similar repositories for amazon-sagemaker-feature-store-streaming-aggregation:
Users that are interested in amazon-sagemaker-feature-store-streaming-aggregation are comparing it to the libraries listed below
- ☆133Updated 10 months ago
- Amazon SageMaker MLOps deployment pipeline for A/B Testing of machine learning models.☆44Updated 3 years ago
- This is the Docker container based on open source framework XGBoost (https://xgboost.readthedocs.io/en/latest/) to allow customers use th…☆133Updated 2 weeks ago
- Safe blue/green deployment of Amazon SageMaker endpoints using AWS CodePipeline, CodeBuild and CodeDeploy.☆104Updated 2 years ago
- This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airf…☆136Updated 3 years ago
- CLI for building Docker images in SageMaker Studio using AWS CodeBuild.☆55Updated 2 years ago
- Support code for building and running Amazon SageMaker compatible Docker containers based on the open source framework Scikit-learn (http…☆176Updated last week
- End to end Machine Learning with Amazon SageMaker☆42Updated last year
- ☆88Updated 2 years ago
- Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker☆310Updated last year
- The MLOps Workload Orchestrator solution helps you streamline and enforce architecture best practices for machine learning (ML) model pro…☆151Updated 3 months ago
- ☆25Updated last year
- MLOps workshop with Amazon SageMaker☆97Updated 6 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
- ☆221Updated 7 months ago
- Secure data science with Amazon SageMaker Studio workshop. This workshop creates a reference architecture with security and controls to p…☆35Updated 8 months ago
- Managing your machine learning lifecycle with MLflow and Amazon SageMaker☆149Updated this week
- Experiment tracking and metric logging for Amazon SageMaker notebooks and model training.☆127Updated last year
- Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other exampl…☆98Updated 4 years ago
- Amazon SageMaker Solution for explaining credit decisions.☆96Updated last year
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆60Updated last year
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆139Updated last month
- MLflow on AWS Fargate integrated with Amazon SageMaker.☆27Updated 8 months ago
- Materials for a 2-day instructor led course on applying machine learning☆201Updated 3 years ago
- MLOps example using Amazon SageMaker Pipeline and GitHub Actions☆74Updated 10 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
- ☆94Updated 3 years ago
- ☆33Updated last year
- Build a real-time recommendation engine for an e-commerce website leveraging SageMaker Feature Store as a core component of the solution.☆36Updated 2 months ago
- Sample code and datasets for Amazon Fraud Detector☆78Updated last year