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amazon-sagemaker-examples icon amazon-sagemaker-examples

Example ๐Ÿ““ Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using ๐Ÿง  Amazon SageMaker.

aws-cdk icon aws-cdk

The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code

aws-serverless-airline-booking icon aws-serverless-airline-booking

Airline Booking is a sample web application that provides Flight Search, Flight Payment, Flight Booking and Loyalty points including end-to-end testing, GraphQL and CI/CD. This web application was the theme of Build on Serverless Season 2 on AWS Twitch running from April 24th until end of August in 2019.

aws-serverless-ecommerce-platform icon aws-serverless-ecommerce-platform

Serverless Ecommerce Platform is a sample implementation of a serverless backend for an e-commerce website. This sample is not meant to be used as an e-commerce platform as-is, but as an inspiration on how to build event-driven serverless microservices on AWS.

lambda-refarch-webapp icon lambda-refarch-webapp

The Web Application reference architecture is a general-purpose, event-driven, web application back-end that uses AWS Lambda, Amazon API Gateway for its business logic. It also uses Amazon DynamoDB as its database and Amazon Cognito for user management. All static content is hosted using AWS Amplify Console.

sessions-with-aws-sam icon sessions-with-aws-sam

This repo contains all the SAM templates created in the Twitch series #SessionsWithSAM. The show is every Thursday on Twitch at 10 AM PDT.

shap icon shap

A game theoretic approach to explain the output of any machine learning model.

umap icon umap

Uniform Manifold Approximation and Projection

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