Jupyter Notebook AWS

Open-source Jupyter Notebook projects categorized as AWS
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Topics: Machine Learning Deep Learning sagemaker Python Pytorch
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Top 21 Jupyter Notebook AWS Projects

  • amazon-sagemaker-examples

    Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

    • Project mention: Thesis Project Help Using SageMaker Free Tier | /r/aws | 2023-09-23

    I need to use AWS Sagemaker (required, can't use easier services) and my adviser gave me this document to start with: https://github.com/aws/amazon-sagemaker-examples/blob/main/introduction_to_amazon_algorithms/jumpstart-foundation-models/question_answering_retrieval_augmented_generation/question_answering_langchain_jumpstart.ipynb

  • geospatial-data-catalogs

    A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • learning-cloud

    Courses, sample code, articles & screencasts - AWS, Azure, & GCP

  • aws-security-workshops

    A collection of the latest AWS Security workshops

  • cartoonify

    Deploy and scale serverless machine learning app - in 4 steps.

  • 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.

    • Project mention: Show HN: KRS – K8s runtime health scan utility | news.ycombinator.com | 2023-09-07

  • serratus

    Ultra-deep search for novel viruses

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • ocrpy

    OCR, Archive, Index and Search: Implementation agnostic OCR framework.

  • Hello-AWS-Data-Services

    AWS Data/MLServices sample code & notes for my LinkedIn Learning courses

  • FastAPI-Enclave-Services

    This is the home of FastAPI for enclave applications! Get started in minutes 🎉

  • 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.

  • aws-lambda-docker-serverless-inference

    Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

  • analisis-numerico-computo-cientifico

    Análisis numérico y cómputo científico

  • hugging-face-workshop

    A 90-minute hands on workshop about Hugging Face on SageMaker.

  • video-super-resolution-youtube

  • 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.

  • PulmoLens

    aws-powered deep-learning pneumonia detection model deployed as a serverless rest-api 🤖🫁

  • F1_Quali_Prediction

    Finding explainable models to predict Formula 1 Qualifying Results

  • DE-ZOOMCAMP-PROJECT

    • Project mention: Analyzing MotoGP Racing Data Using a Data Pipeline | /r/dataengineering | 2023-05-04

    In this project, we will scrape data from the MotoGP website and perform data engineering tasks to clean and prepare the data for analysis. The data will include race results over the years. Once the data is cleaned and prepared, we will perform exploratory data analysis and visualization to gain insights into the data. GitHub-repo

  • amazon-genomics-cli-demos

    Demos of what can be done with the Amazon Genomics CLI

  • blog-tpi-jupyter

    Terraform Provider Iterative + Jupyter + TensorBoard + AWS/Azure/GCP/K8s

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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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 related posts

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 9,504
2 geospatial-data-catalogs 481
3 learning-cloud 438
4 aws-security-workshops 426
5 cartoonify 371
6 Awesome-CloudOps-Automation 282
7 serratus 243
8 ocrpy 218
9 Hello-AWS-Data-Services 177
10 FastAPI-Enclave-Services 95
11 uber-expenses-tracking 94
12 aws-lambda-docker-serverless-inference 92
13 analisis-numerico-computo-cientifico 44
14 hugging-face-workshop 26
15 video-super-resolution-youtube 13
16 SagemakerHuggingfaceDashboard 11
17 PulmoLens 10
18 F1_Quali_Prediction 8
19 DE-ZOOMCAMP-PROJECT 4
20 amazon-genomics-cli-demos 3
21 blog-tpi-jupyter 3

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