This GitHub repository showcases the implementation of a comprehensive end-to-end MLOps pipeline using Amazon SageMaker pipelines to deploy and manage 100x machine learning models. The pipeline covers data pre-processing, model training/re-training, hyperparameter tuning, data quality check,model quality check, model registry, and model deployme…
☆10Jul 28, 2026Updated 3 months ago
Alternatives and similar repositories for amazon-sagemaker-pipeline-deploy-manage-100x-models-python-cdk
Users that are interested in amazon-sagemaker-pipeline-deploy-manage-100x-models-python-cdk are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Sample Scripts to Customize SageMaker Notebook Instance☆22May 2, 2024Updated 2 years ago
- This repo will hold a sample code to have the bedrock api via Boto3 and langchain integration☆12Apr 13, 2026Updated 6 months ago
- This repository provides AI/ML service(MachineLearning model serving) modernization solution using Amazon SageMaker, AWS CDK, and AWS Ser…☆47Aug 14, 2024Updated 2 years ago
- MLOps Pipeline Using SageMaker & CDK, where models are from SageMaker built-in algorithms.☆27Apr 1, 2025Updated last year
- ☆12Apr 13, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PyTorch implementation of a 9-layer ResNet for CIFAR-10.☆11May 8, 2024Updated 2 years ago
- Opinionated sample on how to build/deploy a RAG web app on AWS powered by Amazon Bedrock and PGVector (on Amazon RDS)☆102Oct 7, 2025Updated last year
- Sample solution to build a deployment pipeline for Amazon SageMaker.☆14Jul 18, 2022Updated 4 years ago
- This Guidance helps businesses build a real-time recommendation pipeline using Amazon Personalize☆17Aug 28, 2025Updated last year
- Contains docker image for setting up the glue libraries locally for etl developments☆11Jul 6, 2020Updated 6 years ago
- Pandas Code Challenges☆10Jan 23, 2024Updated 2 years ago
- Serverless Trading System simulation built with AWS, Node.js and TypeScript.☆12Oct 18, 2026Updated 3 weeks ago
- Perform I/O intensive workloads on high-volume data sparsely located across multiple AWS regions through the use of Dask.☆17Apr 10, 2025Updated last year
- Data Analyst Agent, based on the Strands SDK, with the capability to introspect the schema of the SQL database under context, and to answ…☆19Jul 23, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- AWS CDK Repo for trading bot lambda☆10Jun 1, 2023Updated 3 years ago
- Opinionated sample on how to build and deploy a RAG application with Amazon Bedrock and OpenSearch☆60Apr 5, 2026Updated 7 months ago
- Extract, transform, and load data for analytic processing using AWS Glue☆17May 2, 2021Updated 5 years ago
- This repo contains samples for EMR Studio feature.☆21Nov 15, 2022Updated 3 years ago
- This Guidance demonstrates how to build an AI-assisted robot training and fleet management system using Amazon Bedrock foundation models …☆22Jul 23, 2026Updated 3 months ago
- MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK☆165Apr 15, 2026Updated 6 months ago
- ☆28Apr 25, 2025Updated last year
- aws-solutions-library-samples / guidance-for-piping-and-instrumentation-diagrams-digitization-on-awsThis Guidance demonstrates how to transform static Piping and Instrumentation Diagrams (P&IDs) into machine-readable digital formats usin…☆27Updated this week
- "' '"☆19Sep 17, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Experimental: Robot Control for Strands Agents.☆23Mar 4, 2026Updated 8 months ago
- ☆13Apr 1, 2025Updated last year
- Create CDK Apps from Templates☆20Jun 22, 2022Updated 4 years ago
- Apache Airflow - A platform to programmatically author, schedule, and monitor workflows☆11Updated this week
- ☆12Sep 29, 2025Updated last year
- ☆31Dec 15, 2025Updated 10 months ago
- This repository contains code written in the AWS Cloud Development Kit (CDK) which launches infrastructure across two different regions t…☆12Mar 10, 2022Updated 4 years ago
- Quantum-Machine-Learning, published by Packt☆12Jan 18, 2021Updated 5 years ago
- CDK construct that sets up email alerts for AWS monthly bill☆26Mar 5, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆44Nov 4, 2024Updated 2 years ago
- A demonstration of the AI Fairness 360 toolbox for bias metrics, explanations, and remediation. Code Pattern: https://developer.ibm.com/…☆33Jul 26, 2019Updated 7 years ago
- ☆12Nov 1, 2023Updated 3 years ago
- This solution provides the AWS CDK and AWS CloudFormation infrastructure to build an enterprise data mesh with Amazon DataZone.☆10Jul 23, 2026Updated 3 months ago
- An opinionated discussion around how to set up, structure, and deploy your AWS CDK Serverless apps using CDK Pipelines in line with AWS b…☆13Mar 4, 2023Updated 3 years ago
- Quant Research projects using AWS☆30Jul 9, 2026Updated 4 months ago
- Curated list of awesome projen projects☆14Jan 1, 2025Updated last year
Are these results useful?