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Top 22 Jupyter Notebook AWS Projects
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amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠Amazon SageMaker.
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SaaSHub
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AWS-First-GenAI-Journey
Welcome to the AWS First Generative AI Journey repository! This project serves as a comprehensive resource for individuals and organizations looking to explore the transformative capabilities of Generative AI using Amazon Web Services (AWS).
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Awesome-CloudOps-Automation
Cloud-ops automation runbooks that are ready to use. Build your own automations using the hundreds of drag and drop actions included in the repository. Built on Jupyter Notebooks, our automation platform jumpstarts your SRE RunBook creation. 😎 published by the unSkript community.
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uber-expenses-tracking
The goal of this project is to track the expenses of Uber Rides and Uber Eats through data Engineering processes using technologies such as Apache Airflow, AWS Redshift and Power BI.
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aws-lambda-docker-serverless-inference
Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.
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sample-getting-started-with-strands-agents-course
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agent evaluation using LangFuse/RAGAS.
Project mention: AI Agents from Prototype to Production: A Free Learning Path with Strands Agents | dev.to | 2025-11-03Each course includes hands-on labs with code samples available on GitHub. You'll work with actual AWS services, real model providers, and production-grade frameworks.
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sample-multimodal-agent-tutorial
Build production-ready AI agents with the Strands Agents SDK and AWS services. This repository demonstrates how you can create multi-modal systems with persistent memory in minimal code. Progress from your first agent to production-ready systems through hands-on chapters.
Project mention: Build Agentic Video Analysis with TwelveLabs Pegasus and Strands Agents SDK | dev.to | 2025-12-19git clone https://github.com/aws-samples/sample-multimodal-agent-tutorial cd notebooks # go to 08-agentic-video-analysis.ipynb
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IngestRSS
IngestRSS is an AWS-based RSS feed processing system that automatically fetches, processes, and stores articles from specified RSS feeds. This project is designed to support social scientists in progressing research on news and media.
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Reducing-Hallucinations-in-LLM-Agents-with-a-Verified-Semantic-Cache
This repository contains sample code demonstrating how to implement a verified semantic cache using Amazon Bedrock Knowledge Bases to prevent hallucinations in Large Language Model (LLM) responses while improving latency and reducing costs.
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SagemakerHuggingfaceDashboard
This is a solution that demonstrates how to train and deploy a pre-trained Huggingface model on AWS SageMaker and publish an AWS QuickSight Dashboard that visualizes the model performance over the validation dataset and Exploratory Data Analysis for the pre-processed training dataset.
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llms-ocr-comparation
This project demonstrates how to extract and compare text from PDF documents using two powerful image-capable Large Language Models (LLMs) available through Amazon Bedrock.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook AWS discussion
Jupyter Notebook AWS related posts
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Why AWS Certified GenAI Developer stands apart from other AWS certs
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Build Agentic Video Analysis with TwelveLabs Pegasus and Strands Agents SDK
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Amazon Q Developer CLI: New AI Coding Agent Enhances Experience
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Thesis Project Help Using SageMaker Free Tier
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Show HN: KRS – K8s runtime health scan utility
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Show HN: UnSkript – Generate SRE Runbooks Using ChatGPT and Jupyter Notebooks
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Sagemaker step scaling policy
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A note from our sponsor - SaaSHub
www.saashub.com | 16 Jun 2026
Index
What are some of the best open-source AWS projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | amazon-sagemaker-examples | 10,950 |
| 2 | learning-cloud | 698 |
| 3 | cartoonify | 407 |
| 4 | AWS-First-GenAI-Journey | 372 |
| 5 | Awesome-CloudOps-Automation | 350 |
| 6 | serratus | 275 |
| 7 | ocrpy | 225 |
| 8 | Hello-AWS-Data-Services | 178 |
| 9 | uber-expenses-tracking | 123 |
| 10 | aws-lambda-docker-serverless-inference | 100 |
| 11 | sample-getting-started-with-strands-agents-course | 87 |
| 12 | analisis-numerico-computo-cientifico | 44 |
| 13 | video-super-resolution-youtube | 20 |
| 14 | sample-multimodal-agent-tutorial | 18 |
| 15 | IngestRSS | 18 |
| 16 | F1_Quali_Prediction | 13 |
| 17 | Reducing-Hallucinations-in-LLM-Agents-with-a-Verified-Semantic-Cache | 12 |
| 18 | SagemakerHuggingfaceDashboard | 11 |
| 19 | PulmoLens | 9 |
| 20 | DE-ZOOMCAMP-PROJECT | 7 |
| 21 | blog-tpi-jupyter | 3 |
| 22 | llms-ocr-comparation | 0 |
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