imyoungyang

video-streaming

video streaming with python

Architecting-For-Machine-Learning

Collection of materials for a 3-Day Training Course

tfblog

AWS Blog of Transfer Learning on Amazon SageMaker using Bring Your own Algorithm

ADFSCognito

amazon-ecs-catsndogs-workshop

This is self-paced workshop designed to allow developers and system administrators to get hands on with Amazon Elastic Container Service concepts such as service and container-instance auto-scaling, spot-fleet integration, container placement strategies, service discovery, secrets management with AWS Systems Manager Parameter Store, time-based and event-based scheduling, and automated deployment pipelines.

amazon-ecs-interstella-workshop

Amazon ECS Interstella Workshops CON209/318/319/407

amazon-freertos

Cloud-native IoT operating system for microcontrollers.

aws-ai-bootcamp-labs

This library holds a collection of Notebooks and code examples for AWS AI Bootcamps.

aws-doc-sdk-examples

Code examples used in the official AWS SDK documentation.

aws-media-services-simple-vod-workflow

RE:Invent 2017 Lab that covers video conversion workflow for Video On Demand using AWS MediaConvert.

aws-mobile-ios-notes-tutorial

Base code for a tutorial on how to integrate AWS services into a mobile iOS Swift project

aws-secrets-manager-rotation-lambdas

Contains Lambda functions to be used for automatic rotation of secrets stored in AWS Secrets Manager

aws-security-automation

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

aws-serverless-workshops

Code and walkthrough labs to set up serverless applications for Wild Rydes workshops

aws_ir

Python installable command line utiltity for mitigation of host and key compromises.

community

Kubernetes community content

cs231n.github.io

Public facing notes page

Deep-Learning-With-Deep-Lens

ecs-blue-green-deployment

Reference architecture for doing blue green deployments on ECS.

ecs-demo-php-simple-app

A simple PHP sample application http://aws.amazon.com/ecs

face_recognition

The world's simplest facial recognition api for Python and the command line

fargate-workshop-guide

Running Containers on AWS Fargate

kociemba

A pure Python and pure C ports of Kociemba's algorithm for solving Rubik's cube

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

pacman

HTML5 Pacman

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and info resource

recommendation-demo

SageMaker recommendation engine demo

teach_DL

word2vec-tutorial

中文詞向量訓練教學