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amazon-ecs-mythicalmysfits-workshop

A tutorial for developers who want to learn about how to containerized applications on top of AWS using AWS Fargate. You will build a sample website that leverages infrastructure as code, containers, CI/CD, and more! If you're planning on running this, let us know @ [email protected]. At re:Invent 2018, these sessions were run as CON214/CON321/CON322.

amazonforecastautomation

Lambda functions orchestrated by Amazon StepFunctions to automate the data import, training the predictor and generating forecast export from the Amazon Forecast service

athena-cross-region-query

This Glue Workflow based orchestration demonstrates how to run localized Athena in each region and then consolidate results in another region

aws-bookstore-demo-app

AWS Bookstore Demo App is a full-stack sample web application that creates a storefront (and backend) for customers to shop for fictitious books. The entire application can be created with a single template.

aws-cross-account-inference

Invoke a Sagemaker Endpoint in another AWS account from an app (or notebook instance) that is in a private VPC (no internet) using cross-account assume role and private link

aws-devicefarm-automation

AWS CLI based automation for the on-demand creation of a device farm project, a test run and then tear down

aws-security-automation

Collection of scripts and resources for DevSecOps and Automated Incident Response Security

bluegreendb-react

ReactUI for BlueGreenDB

demoapp

docker-curriculum

:dolphin: A comprehensive tutorial on getting started with Docker!

dotnet-consolekafkaconsumer

Console consumer that reads a Kafka message log and writes to a sql DB. Can be implemented in Azure as a web job

fargate-ecs-environment

Code to stand up a Fargate-ECS end to end environment

jsdevelopmentenvironment

Custom made development environment for Javascript projects

multi-model-endpoints-tensorflow

Example of deploying a Sagemaker multi model endpoint with a TensorFlow model

multiclass-classifier-pytorch-nn

PyTorch neural net to demo a journey from a single notebook implementation to using Sagemaker managed infrastructure

nlp-admin-app

part of the nlp-feedback-app family

personalize-workshop

Amazon Personalize Workshop

sagemaker-mlops-build-train

sagemaker-mlops-deploy

sagemaker-pipelines-athena-integration

Athena data integration added to Sagemaker MLOps Abalone built-in project

sql-etl-using-athena-awsworkflow

A simple SQL based ETL pipeline orchestrated with AWS Glue Workflow and executed with Amazon Athena