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ai-driven-social-media-dashboard icon ai-driven-social-media-dashboard

The AI-Driven Social Media Dashboard solutions provides customers with a CloudFormation template that is easy to deploy to use Amazon Translate, Amazon Comprehend, Amazon Kinesis, Amazon Athena, and Amazon QuickSight to build a natural-language-processing (NLP)-powered social media dashboard for tweets.

aws-devops-serverless-end-to-end-workshop icon aws-devops-serverless-end-to-end-workshop

AWS DevOps End-to-End Workshop is a guide to walk you through the most common development activities when developing a typical web application with front-end, microservices in a serverless architecture, and a DynamoDB database as a data store. Built on top of AWS Bookstore Demo App and Cloud 9 Bootstrapping.

aws-microservices icon aws-microservices

AWS Serverless Event-driven Microservices with using AWS Lambda, AWS DynamoDB, AWS API Gateway, AWS EventBridge, AWS SQS, AWS CDK stands for Cloud Development Kit for IaC — Infrastructure as Code tool and AWS CloudWatch for monitoring.

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.

clouddeveloping-aws-bookstore-demo-app icon clouddeveloping-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. Built on AWS Full-Stack Template.

definitely-secure-bank icon definitely-secure-bank

A definitely (read: not) secure online banking site. Built for demo purposes as an example of common security vulnerabilities / what NOT to do.

english-to-python-converter icon english-to-python-converter

This is an attempt to use transformers and self attention in order to convert English descriptions into Python code.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

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