aws-samples / aws-do-pm
A framework for building predictive modeling applications
☆37Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for aws-do-pm
- Integrate SageMaker Data Wrangler into your MLOps workflows with Amazon SageMaker Pipelines, AWS Step Functions, and Amazon Managed Workf…☆17Updated 2 years ago
- Set up end-to-end demo architecture for predictive maintenance issues with Machine Learning using Amazon SageMaker☆102Updated 6 months ago
- ☆8Updated last year
- This repository provides tools for developing Digital Twins on AWS and hybrid-computing environments.☆16Updated last year
- Template for a modular, Python-based data science project.☆34Updated 7 months ago
- TwinGraph is a Python framework for distributed container orchestration using Kubernetes clusters, Docker Compose/Swarm or cloud resource…☆27Updated 3 months ago
- ☆11Updated last year
- Collection of Cloud Formation Templates, Lambda Scripts and sample code required to provision an AWS Data Lake for a ReInvent Lab Exercis…☆26Updated 5 years ago
- Create, List, Update, Delete Amazon EKS clusters. Deploy and manage software on EKS. Run distributed model training and inference example…☆49Updated 3 weeks ago
- This workshop will familiarize you with some of the key steps towards building an end-to-end predictive maintenance system leveraging Ama…☆28Updated 4 years ago
- AWS CloudFormation and SAM templates for machine learning inference with AWS Lambda.☆19Updated 4 years ago
- Amazon SageMaker Edge Manager Workshop☆34Updated 2 years ago
- Predictive Maintenance for Vehicle Fleets☆65Updated last year
- ☆19Updated 10 months ago
- MLOps Pipeline for Amazon Forecast written in AWS CDK☆11Updated 4 months ago
- ☆32Updated 8 months ago
- MLflow on AWS Fargate integrated with Amazon SageMaker.☆27Updated 4 months ago
- ☆12Updated last year
- Serverless Datalake architecture☆12Updated last year
- AWS IOT Analytics Workshop☆44Updated 4 years ago
- This sample demonstrates how to setup an Amazon SageMaker MLOps end-to-end pipeline for Drift detection☆59Updated last year
- Describes the concepts of lambda architecture and the actual deployment process with an example of building a serverless business intelli…☆13Updated 6 months ago
- Amazon SageMaker Best Practices, published by Packt☆28Updated last year
- Sample solution to build a deployment pipeline for Amazon SageMaker.☆12Updated 2 years ago
- CD4AutoML: Continuous Delivery for AutoML with Amazon SageMaker Autopilot and Amazon Step Functions☆12Updated 3 years ago
- ☆26Updated 10 months ago
- Deployable solutions for AWS IoT Greengrass for common design patterns, or to address specific use-cases.☆70Updated 3 months ago
- As customers move from building data lakes and analytics on AWS to building machine learning solutions, one of their biggest challenges i…☆61Updated 5 years ago
- Examples showing use of NGC containers and models withing Amazon SageMaker☆17Updated 2 years ago
- This project uses the open-source model Mixtral 8x7B Instruct, deployed in Amazon SageMaker or invoked via API on Amazon Bedrock, to enab…☆17Updated last month